%For the correct abbreviation of the Hungarian names Gy{\"o}rgy, Gyula and Zsolt (Gy. and not G.; Zs. and not Z.):
@preamble{"\newcommand{\Gy}{Gy} \newcommand{\Zs}{Zs}"}

%2016:
@ARTICLE{szabo16learning,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Bharath Sriperumbudur and Barnab{\'a}s P{\'o}czos and Arthur Gretton},
  TITLE =        {Learning Theory for Distribution Regression},
  JOURNAL =      {Journal of Machine Learning Research},
  YEAR =         {2016},
  note =         {(accepted; \url{http://arxiv.org/abs/1411.2066})},  
}
  
@INPROCEEDINGS{jitkrittum16distribution,
  AUTHOR =       {Wittawat Jitkrittum and Zolt{\'a}n Szab{\'o} and Kacper Chwialkowski and Arthur Gretton},
  TITLE =        {Distribution Features with Maximum Testing Power},
  BOOKTITLE =    {Neural Information Processing Systems (NIPS)},
  YEAR =         {2016},
  address =      {Barcelona, Spain},
  month =        "5-10~"#dec,
  note =         {(full oral presentation = top 1.84\%; \url{http://arxiv.org/abs/1605.06796})},
} 

@INPROCEEDINGS{strathmann16kernel,
  AUTHOR =       {Heiko Strathmann and Dino Sejdinovic and Samuel Livingstone and Ingmar Schuster and Maria Lomeli Garcia and Zolt{\'a}n Szab{\'o} and Christophe Andrieu and Arthur Gretton},
  TITLE =        {Kernel techniques for adaptive {M}onte {C}arlo methods},
  BOOKTITLE =    {Greek Stochastics Workshop on Big Data and Big Models},
  YEAR =         {2016},
  address =      {Tinos, Greece},
  month =        "10-13~"#jul,
} 

@INPROCEEDINGS{jitkrittum16distinguishing,
  AUTHOR =       {Wittawat Jitkrittum and Zolt{\'a}n Szab{\'o} and Kacper Chwialkowski and Arthur Gretton},
  TITLE =        {Distinguishing Distributions with Interpretable Features},
  BOOKTITLE =    {International Conference on Machine Learning (ICML): Data-Efficient Machine Learning workshop},
  YEAR =         {2016},
  address =      {New York},
  month =        "24~"#jun,
}

@INPROCEEDINGS{szabo16minimaxoptimal,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Bharath Sriperumbudur and Barnab{\'a}s P{\'o}czos and Arthur Gretton},
  TITLE =        {Minimax-Optimal Distribution Regression},
  BOOKTITLE =    {International Society for NonParametric Statistics (ISNPS) Conference},
  YEAR =         {2016},
  address =      {Avignon, France},
  month =        "11-16~"#jun,
}

@INPROCEEDINGS{sriperumbudurszabo16optimal,
  AUTHOR =       {Bharath Sriperumbudur and Zolt{\'a}n Szab{\'o}},
  TITLE =        {Optimal Uniform and ${L}^p$ Rates for Random {F}ourier Features},
  BOOKTITLE =    {Theory of Big Data Workshop},
  YEAR =         {2016},
  address =      {London, UK},
  month =        "6-8~"#jan,
  note =          {(contributed equally)},
}

%2015:
@INPROCEEDINGS{sriperumbudurszabo15optimal,
  AUTHOR =       {Bharath K. Sriperumbudur and Zolt{\'a}n Szab{\'o}},
  TITLE =        {Optimal Rates for Random {F}ourier Features},
  BOOKTITLE =    {Neural Information Processing Systems (NIPS)},
  YEAR =         {2015},
  address =      {Montr{\'e}al, Canada},
  month =        "7-12~"#dec,
  pages =        {1144--1152},
  editor =       {C. Cortes and N. D. Lawrence and D. D. Lee and M. Sugiyama and R. Garnett},
  publisher =    {Curran Associates, Inc.},
  note =         {(contributed equally; spotlight presentation -- 3.65\% acceptance rate)},
} 

@INPROCEEDINGS{strathmann15gradient,
  AUTHOR =       {Heiko Strathmann and Dino Sejdinovic and Samuel Livingstone and Zolt{\'a}n Szab{\'o} and Arthur Gretton},
  TITLE =        {Gradient-free {H}amiltonian {M}onte {C}arlo with Efficient Kernel Exponential Families},
  BOOKTITLE =    {Neural Information Processing Systems (NIPS)},
  YEAR =         {2015},
  address =      {Montr{\'e}al, Canada},
  month =        "7-12~"#dec,
  pages =        {955--963},
  editor =       {C. Cortes and N. D. Lawrence and D. D. Lee and M. Sugiyama and R. Garnett},
  publisher =    {Curran Associates, Inc.},
  note =         {(poster presentation -- 17.46\% acceptance rate)},
} 

@INPROCEEDINGS{park15bayesian,
  AUTHOR =       {Mijung Park and Wittawat Jitkrittum and Ahmad Qamar and Zolt{\'a}n Szab{\'o} and Lars Buesing and Maneesh Sahani},
  TITLE =        {Bayesian Manifold Learning: The Locally Linear Latent Variable Model},
  BOOKTITLE =    {Neural Information Processing Systems (NIPS)},
  YEAR =         {2015},
  address =      {Montr{\'e}al, Canada},
  month =        "7-12~"#dec,
  pages =        {154--162},
  editor =       {C. Cortes and N. D. Lawrence and D. D. Lee and M. Sugiyama and R. Garnett},
  publisher =    {Curran Associates, Inc.},
  note =         {(poster presentation -- 17.46\% acceptance rate)},
}

@MISC{misc_sriperumbudurszabo15optimal,
  author =       {Bharath K. Sriperumbudur and Zolt{\'a}n Szab{\'o}},
  title =        {Optimal Uniform and ${L}^p$ Rates for Random {F}ourier Features},
  howpublished = {Quinquennial Review Symposium},
  year =         {2015},
  month =        "23~"#sep,
  note =         {(contributed equally)},
}

@MISC{misc_park15bayesian,
  author =       {Mijung Park and Wittawat Jitkrittum and Ahmad Qamar and Zolt{\'a}n Szab{\'o} and Lars Buesing and Maneesh Sahani},
  title =        {Bayesian Manifold Learning: Locally Linear Latent Variable Model ({LL-LVM})},
  howpublished = {Quinquennial Review Symposium},
  year =         {2015},
  month =        "23~"#sep,
}

@INPROCEEDINGS{jitkrittum15just,
  AUTHOR =       {Wittawat Jitkrittum and Arthur Gretton and Nicolas Heess and Ali Eslami and Balaji Lakshminarayanan and Dino Sejdinovic and Zolt{\'a}n Szab{\'o}},
  TITLE =        {Just-In-Time Kernel Regression for Expectation Propagation},
  BOOKTITLE =    {International Conference on Machine Learning (ICML) -- Large-Scale Kernel Learning: Challenges and New Opportunities workshop},
  YEAR =         {2015},
  address =      {Lille, France},
  month =        "10-11~"#jul,
} 

@INPROCEEDINGS{jitkrittum15kernel,
  AUTHOR =       {Wittawat Jitkrittum and Arthur Gretton and Nicolas Heess and Ali Eslami and Balaji Lakshminarayanan and Dino Sejdinovic and Zolt{\'a}n Szab{\'o}},
  TITLE =        {Kernel-Based Just-In-Time Learning for Passing Expectation Propagation Messages},
  BOOKTITLE =    {Conference on Uncertainty in Artificial Intelligence (UAI)},
  YEAR =         {2015},
  address =      {Amsterdam, Netherlands},
  pages =        {405--414},
  month =        "12-16~"#jul,
} 

@INPROCEEDINGS{jitkrittum15kernel2,
  AUTHOR =       {Wittawat Jitkrittum and Arthur Gretton and Nicolas Heess and Ali Eslami and Balaji Lakshminarayanan and Dino Sejdinovic and Zolt{\'a}n Szab{\'o}},
  TITLE =        {Kernel-Based Just-In-Time Learning for Passing Expectation Propagation Messages},
  BOOKTITLE =    {Data, Learning and Inference workshop (DALI)},
  YEAR =         {2015},
  address =      {La Palma (Canaries, Spain)},
  month =        "10-12~"#apr,
} 

@INPROCEEDINGS{szabo15distribution,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Bharath Sriperumbudur and Barnab{\'a}s P{\'o}czos and Arthur Gretton},
  TITLE =        {Distribution Regression - Make It Simple and Consistent},
  BOOKTITLE =    {Data, Learning and Inference workshop (DALI)},
  YEAR =         {2015},
  address =      {La Palma (Canaries, Spain)},
  month =        "10-12~"#apr,
} 

@INPROCEEDINGS{szabo15twostage,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Arthur Gretton and Barnab{\'a}s P{\'o}czos and Bharath Sriperumbudur},
  TITLE =        {Two-stage Sampled Learning Theory on Distributions},
  BOOKTITLE =    {International Conference on Artificial Intelligence and Statistics (AISTATS)},
  YEAR =         {2015},
  address =      {San Diego, California, USA},
  pages =        {948--957},
  month =        "9-12~"#may,
  note =         {(oral presentation -- 6.11\%  acceptance rate)},
}

@INPROCEEDINGS{szabo15consistent,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Arthur Gretton and Barnab{\'a}s P{\'o}czos and Bharath Sriperumbudur},
  TITLE =        {Consistent Vector-valued Distribution Regression},
  BOOKTITLE =    {UCL Workshop on the Theory of Big Data},
  YEAR =         {2015},
  address =      {London, UK},
  month =        "7-9~"#jan,
}

@INCOLLECTION{pinter15wikifying,
  AUTHOR =       {Bal{\'a}zs Pint{\'e}r and {\Gy}ula V{\"o}r{\"o}s and Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Wikifying novel words to mixtures of {W}ikipedia senses by structured sparse coding},
  BOOKTITLE =    {Pattern Recognition Applications and Methods},
  series =       {Advances in Intelligent and Soft Computing},
  PUBLISHER =    {Springer},
  YEAR =         {2015},
  volume =       {318},
  pages =        {241-255},
  editor =       {Fred, Ana and De Marsico, Maria},
  isbn =         {978-3-319-12609-8},
  note =         {(\url{http://dx.doi.org/10.1007/978-3-319-12610-4_15})},
}

%2014:
@INPROCEEDINGS{szabo14simple,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Arthur Gretton and Barnab{\'a}s P{\'o}czos and Bharath Sriperumbudur},
  TITLE =        {Simple Consistent Distribution Regression on Compact Metric Domains},
  BOOKTITLE =    {UCL-Duke Workshop on Sensing and Analysis of High-Dimensional Data (SAHD)},
  YEAR =         {2014},
  address =      {London, UK},
  month =        "4-5~"#sep,
}

@INPROCEEDINGS{szabo14learning1,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Arthur Gretton and Barnab{\'a}s P{\'o}czos and Bharath Sriperumbudur},
  TITLE =        {Learning on Distributions},
  BOOKTITLE =    {Kernel methods for big data workshop},
  YEAR =         {2014},
  address =      {Lille, France},
  month =        "2~"#apr,
}

@INPROCEEDINGS{jeni14spatio,
  AUTHOR =       {L{\'a}szl{\'o} Jeni and Andr{\'a}s L{\H{o}}rincz and Zolt{\'a}n Szab{\'o} and Jeffrey F. Cohn and Takeo Kanade},
  TITLE =        {Spatio-temporal Event Classification using Time-series Kernel based Structured Sparsity},
  BOOKTITLE =    {European Conference on Computer Vision (ECCV)},
  YEAR =         {2014},
  editor =       {David Fleet and Tomas Pajdla and Bernt Schiele and Tinne Tuytelaars},
  volume =       {8692},
  series =       {Lecture Notes in Computer Science},
  pages =        {135-150},
  publisher =    {Springer International Publishing Switzerland},
  address =      {Z{\"u}rich, Switzerland},
  month =        "6-12~"#sep,
  note =         {(\url{http://dx.doi.org/10.1007/978-3-319-10593-2_10})},
} 

@ARTICLE{szabo14information,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Information Theoretical Estimators Toolbox},
  JOURNAL =      {Journal of Machine Learning Research},
  YEAR =         {2014},
  volume =       {15},
  pages =        {283-287},
  note =         {(\url{https://bitbucket.org/szzoli/ite/})},
}

%2013:
@INPROCEEDINGS{szabo13information,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Information Theoretical Estimators Toolbox},
  BOOKTITLE =    {Neural Information Processing Systems (NIPS) -- Workshop on Machine Learning Open Source Software 2013: Towards Open Workflows},
  YEAR =         {2013},
  address =      {Harrahs and Harveys, Lake Tahoe, Nevada, United States},
  month =        "10~"#dec,
}

@INPROCEEDINGS{lorincz13emotional,
  AUTHOR =       {Andr{\'a}s L{\H{o}}rincz and L{\'a}szl{\'o} A. Jeni and Zolt{\'a}n Szab{\'o} and Jeffrey Cohn and Takeo Kanade},
  TITLE =        {Emotional Expression Classification using Time-Series Kernels},
  BOOKTITLE =    {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW): IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG)},
  YEAR =         {2013},
  address =      {Portland, Oregon},
  pages =        {889-895},
  month =        "23-28~"#jun,
  note =         {(\url{http://dx.doi.org/10.1109/CVPRW.2013.131})},
}

@ARTICLE{pinter13determining,
  AUTHOR =       {Bal{\'a}zs Pint{\'e}r and {\Gy}ula V{\"o}r{\"o}s and {\Zs}olt Palotai and Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Determining Unintelligible Words from their Textual Contexts},
  JOURNAL =      {Procedia - Social and Behavioral Sciences},
  year =         {2013},
  volume =       {73},
  pages =        {101-108},
  note =         {(\url{http://dx.doi.org/10.1016/j.sbspro.2013.02.028}; Proceedings of the 2nd International Conference on Integrated Information (IC-ININFO 2012), Budapest, Hungary, 30~August~--~3~September)},
}

@INPROCEEDINGS{pinter13explaining,
  AUTHOR =       {Bal{\'a}zs Pint{\'e}r and {\Gy}ula V{\"o}r{\"o}s and Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Explaining unintelligible words by means of their context},
  BOOKTITLE =    {International Conference on Pattern Recognition Applications and Methods (ICPRAM)},
  YEAR =         {2013},
  address =      {Barcelona, Spain},
  pages =        {382-387},
  month =        "15-18~"#feb,
}

%2012:
@TECHREPORT{pinter12automated3_TR,
  AUTHOR =       {Bal{\'a}zs Pint{\'e}r and {\Gy}ula V{\"o}r{\"o}s and Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Automated Word Puzzle Generation via Topic Dictionaries},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2012},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/1206.0377})},
}

@INPROCEEDINGS{pinter12automated3,
  AUTHOR =       {Bal{\'a}zs Pint{\'e}r and {\Gy}ula V{\"o}r{\"o}s and Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Automated Word Puzzle Generation via Topic Dictionaries},
  BOOKTITLE =    {International Conference on Machine Learning (ICML) -- Sparsity, Dictionaries and Projections in Machine Learning and Signal Processing workshop},
  YEAR =         {2012},
  address =      {Edinburgh, Scotland},
  month =        "30~"#jun,
}

@PHDTHESIS{szabo12group,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Group-Structured and Independent Subspace Based Dictionary Learning},
  SCHOOL =       {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2012},
  address =      {Budapest},
}

@ARTICLE{szabo12distributed,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Distributed High Dimensional Information Theoretical Image Registration via Random Projections},
  JOURNAL =      {Digital Signal Processing},
  year =         {2012},
  volume =       {22},
  number =       {6},
  pages =        {894-902},
  note =         {(\url{http://dx.doi.org/10.1016/j.dsp.2012.04.018})},
}

%journal version of pinter12automated:
@ARTICLE{pinter12automated2,
  AUTHOR =       {Bal{\'a}zs Pint{\'e}r and {\Gy}ula V{\"o}r{\"o}s and Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Automated Word Puzzle Generation Using Topic Models and Semantic Relatedness Measures},
  JOURNAL =      {Annales Universitatis Scientiarum Budapestinensis de Rolando E{\"o}tv{\"o}s Nominatae, Sectio Computatorica},
  YEAR =         {2012},
  volume =       {36},
  pages =        {299--322},
  note =         {\url{http://ac.inf.elte.hu/Vol_036_2012/299_36.pdf}},
}

@ARTICLE{jeni12shape,
  AUTHOR =       {L{\'a}szl{\'o} A. Jeni and Andr{\'a}s L{\H{o}}rincz and Tam{\'a}s Nagy and {\Zs}olt Palotai and Judit Seb{\H{o}}k and Zolt{\'a}n Szab{\'o} and D{\'a}niel Tak{\'a}cs},
  TITLE =        {{3D} Shape Estimation in Video Sequences Provides High Precision Evaluation of Facial Expressions},
  JOURNAL =      {Image and Vision Computing},
  YEAR =         {2012},
  volume =       {30},
  number =       {10},
  pages =        {785-795},
  note =         {(\url{http://dx.doi.org/10.1016/j.imavis.2012.02.003})},
}

@INPROCEEDINGS{pinter12automated,
  AUTHOR =       {Bal{\'a}zs Pint{\'e}r and {\Gy}ula V{\"o}r{\"o}s and Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Automated Word Puzzle Generation Using Topic Models and Semantic Relatedness Measures},
  BOOKTITLE =    {Joint Conference on Mathematics and Computer Science ({M}a{CS})},
  YEAR =         {2012},
  editor =       {Zolt{\'a}n Cs{\"o}rnyei},
  address =      {Si{\'o}fok, Hungary},
  month =        "9-12~"#feb,
}

@INPROCEEDINGS{szabo12collaborative,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Collaborative Filtering via Group-Structured Dictionary Learning},
  BOOKTITLE =    {International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA)},
  YEAR =         {2012},
  editor =       {Fabian Theis and Andrzej Cichocki and Arie Yeredor and Michael Zibulevsky},
  volume =       {7191},
  series =       {Lecture Notes in Computer Science},
  pages =        {247--254},
  publisher =    {Springer-Verlag, Berlin Heidelberg},
  address =      {Tel-Aviv, Israel},
  month =        "12-15~"#mar,
  note =         {(\url{http://dx.doi.org/10.1007/978-3-642-28551-6_31})},
}

@TECHREPORT{szabo12collaborative_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Collaborative Filtering via Group-Structured Dictionary Learning},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2012},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/1201.0341})},
}

@ARTICLE{szabo12separation,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Separation Theorem for Independent Subspace Analysis and its Consequences},
  JOURNAL =      {Pattern Recognition},
  YEAR =         {2012},
  volume =       {45},
  issue =        {4},
  pages =        {1782-1791},
  note =         {(\url{http://dx.doi.org/10.1016/j.patcog.2011.09.007})},
}

%2011:
@TECHREPORT{lorincz11innovation,
  AUTHOR =       {Andr{\'a}s L{\H{o}}rincz and Viktor Gyenes and {\Zs}olt Palotai and Bal{\'a}zs Pint{\'e}r and Zolt{\'a}n Szab{\'o} and {\Gy}ula V{\"o}r{\"o}s}, 
  TITLE =        {Innovation Engine for Blogspaces ({EOARD - US Air Force Research Laboratories})},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2011},
  address =      {Budapest},
  pages =        {1-200},
  note =         {(\url{http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA550367})},
}

@INPROCEEDINGS{poczos11nonparametric,
  AUTHOR =       {Barnab{\'a}s P{\'o}czos and Zolt{\'a}n Szab{\'o} and Jeff Schneider},
  TITLE =        {Nonparametric divergence estimators for Independent Subspace Analysis},
  BOOKTITLE =    {European Signal Processing Conference (EUSIPCO) -- Special Session on Dependent Component Analysis},
  YEAR =         {2011},
  address =      {Barcelona, Spain},
  pages =        {1849-1853},
  month =        "29~August~--~2~September",
  note =         {(ISSN: 2076-1465; \url{http://www.eurasip.org/Proceedings/Eusipco/Eusipco2011/papers/1569422345.pdf})},
}

@INPROCEEDINGS{szabo11nonparametric,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos},
  TITLE =        {Nonparametric Independent Process Analysis},
  BOOKTITLE =    {European Signal Processing Conference (EUSIPCO)},
  YEAR =         {2011},
  address =      {Barcelona, Spain},
  pages =        {1718-1722},
  month =        "29~August~--~2~September",
  note =         {(ISSN: 2076-1465; \url{http://www.eurasip.org/Proceedings/Eusipco/Eusipco2011/papers/1569422585.pdf})},
}

@INPROCEEDINGS{szabo11structured,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Online Dictionary Learning with Group Structure Inducing Norms},
  BOOKTITLE =    {International Conference on Machine Learning (ICML) -- Structured Sparsity: Learning and Inference workshop},
  YEAR =         {2011},
  address =      {Bellevue, Washington, USA},
  month =        "2~"#jul,
  note =         {(\url{https://sites.google.com/site/icml2011sparsity/program/ICML-2011_OSDL_final.pdf?attredirects=0})},
}

@INPROCEEDINGS{szabo11online,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Online Group-Structured Dictionary Learning},
  BOOKTITLE =    {IEEE Computer Vision and Pattern Recognition (CVPR)},
  YEAR =         {2011},
  pages =        {2865-2872},
  address =      {Colorado Springs, CO, USA},
  month =        "20-25~"#jun,
  note =         {(\url{http://dx.doi.org/10.1109/CVPR.2011.5995712})},
}

%2010:
@TECHREPORT{szabo10towards_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Towards Nonstationary, Nonparametric Independent Process Analysis with Unknown Source Component Dimensions},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2010},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/1008.1393})},
}

@INPROCEEDINGS{szabo10autoregressive2,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Autoregressive Independent Process Analysis with Missing Observations},
  BOOKTITLE =    {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)},
  YEAR =         {2010},
  editor =       {Michel Verleysen},
  pages =        {159-164},
  location =     {Bruges, Belgium},
  month   =      "28-30~"#apr,
  publisher =    {d-side},
  note =         {(ISBN 2-930307-10-2; \url{http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2010-52.pdf})},
}

@ARTICLE{szabo10autoregressive,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Auto-Regressive Independent Process Analysis without Combinatorial Efforts},
  JOURNAL =      {Pattern Analysis and Applications},
  YEAR =         {2010},
  volume =       {13},
  issue =        {1},
  pages =        {1-13},
  month =        feb,
  note =         {(\url{http://dx.doi.org/10.1007/s10044-009-0174-x})},
}

%2009:
@INPROCEEDINGS{szabo09independent,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Independent Subspace Analysis in Case of Missing Observations},
  BOOKTITLE =    {Symposium of Intelligent Systems},
  YEAR =         {2009},
  location =     {Budapest, Hungary},
  month   =      "20~"#nov,
}

@ARTICLE{szabo09complex,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Complex Independent Process Analysis},
  JOURNAL =      {Acta Cybernetica},
  YEAR =         {2009},
  volume =       {19},
  pages =        {177-190},
}

@PHDTHESIS{szabo09separation,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Separation Principles in Independent Process Analysis},
  SCHOOL =       {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2009},
  address =      {Budapest},
}

@INPROCEEDINGS{szabo09controlled,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Controlled Complete {ARMA} Independent Process Analysis},
  BOOKTITLE =    {International Joint Conference on Neural Networks (IJCNN)},
  YEAR =         {2009},
  pages =        {3038-3045},
  location =     {Atlanta, Georgia, USA},
  month   =      "14-19~"#jun,
  note =         {(IEEE Catalog Number: CFP09IJS-CDR; ISBN: 978-1-4244-3553-1; ISSN: 1098-7576; \url{http://dx.doi.org/10.1109/IJCNN.2009.5178797})},
}

@INPROCEEDINGS{szabo09fast,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles},
  BOOKTITLE =    {International Conference on Independent Component Analysis and Signal Separation (ICA)},
  YEAR =         {2009},
  editor =       {T{\"u}lay Adali and Christian Jutten and Jo{\~a}o Marcos T. Romano and Allan Kardec Barros},
  volume =       {5441},
  series =       {Lecture Notes in Computer Science},
  pages =        {146-153},
  publisher =    {Springer-Verlag},
  address =      {Berlin Heidelberg},
  location =     {Paraty, Brazil},
  month   =      "15-18~"#mar,
  note =         {(\url{http://dx.doi.org/10.1007/978-3-642-00599-2_19})},
}

@INPROCEEDINGS{szabo09complete,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Complete Blind Subspace Deconvolution},
  BOOKTITLE =    {International Conference on Independent Component Analysis and Signal Separation (ICA)},
  YEAR =         {2009},
  editor =       {T{\"u}lay Adali and Christian Jutten and Jo{\~a}o Marcos T. Romano and Allan Kardec Barros},
  volume =       {5441},
  series =       {Lecture Notes in Computer Science},
  pages =        {138-145},
  publisher =    {Springer-Verlag},
  address =      {Berlin Heidelberg},
  location =     {Paraty, Brazil},
  month   =      "15-18~"#mar,
  note =         {(\url{http://dx.doi.org/10.1007/978-3-642-00599-2_18})},
}

%2008:
@INPROCEEDINGS{szabo08towards,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Towards Independent Subspace Analysis in Controlled Dynamical Systems},
  BOOKTITLE =    {ICA Research Network International Workshop (ICARN)},
  YEAR =         {2008},
  pages =        {9-12},
  location =     {Liverpool, {U.K.}},
  month   =      "25-26~"#sep,
}

@INPROCEEDINGS{szabo08post,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Post Nonlinear Hidden Infomax Identification},
  BOOKTITLE =    {Joint Conference of Hungarian PhD students},
  YEAR =         {2008},
  location =     {Budapest},
  month =        "23-25~"#may,
  pages =        {52-58},
}

%2007:
@INPROCEEDINGS{szabo07undercomplete_LPA,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Undercomplete Blind Subspace Deconvolution via Linear Prediction},
  BOOKTITLE =    {European Conference on Machine Learning (ECML)},
  YEAR =         {2007},
  editor =       {Joost N. Kok and Jacek Koronacki and Ramon Lopez de Mantaras and Stan Matwin and Dunja Mladeni\v{c} and Andrzej Skowron},
  volume =       {4701},
  series =       {Lecture Notes in Artificial Intelligence},
  pages =        {740-747},
  publisher =    {Springer-Verlag},
  address =      {Berlin Heidelberg},
  location =     {Warsaw, Poland},
  month   =      "17-21~"#sep,
  isbn =         {978-3-540-74957-8},
  note =         {(\url{http://dx.doi.org/10.1007/978-3-540-74958-5_75})},
}

@TECHREPORT{szabo07undercomplete_LPA_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Undercomplete Blind Subspace Deconvolution via Linear Prediction},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2007},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/0706.3435})},
}

@INPROCEEDINGS{szabo07post,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and G{\'a}bor Szirtes and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Post Nonlinear Independent Subspace Analysis},
  BOOKTITLE =    {International Conference on Artificial Neural Networks (ICANN)},
  YEAR =         {2007},
  editor =       {Joaquim Marques de S{\'a} and Lu\'{\i}s A. Alexandre and Wlodzislaw Duch and Danilo P. Mandic},
  volume =       {4668},
  series =       {Lecture Notes in Computer Science - Part I},
  pages =        {677-686},
  publisher =    {Springer-Verlag},
  address =      {Berlin Heidelberg},
  location =     {Porto, Portugal},
  month   =      "9-13~"#sep,
  isbn =         {978-3-540-74689-8},
  note =         {(\url{http://dx.doi.org/10.1007/978-3-540-74690-4_69})},
}

@INPROCEEDINGS{poczos07independent,
  AUTHOR =       {Barnab{\'a}s P{\'o}czos and Zolt{\'a}n Szab{\'o} and Melinda Kiszlinger and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Independent Process Analysis without A Priori Dimensional Information},
  BOOKTITLE =    {International Conference on Independent Component Analysis and Signal Separation (ICA)},
  YEAR =         {2007},
  editor =       {Mike E. Davies and Christopher J. James and Samer A. Abdallah and Mark D. Plumbley},
  volume =       {4666},
  series =       {Lecture Notes in Computer Science},
  pages =        {252-259},
  publisher =    {Springer-Verlag},
  address =      {Berlin Heidelberg},
  location =     {London, {U.K.}},
  month   =      "9-12~"#sep,
  note =         {(\url{http://dx.doi.org/10.1007/978-3-540-74494-8_32})},
}

@TECHREPORT{poczos07independent_TR,
  AUTHOR =       {Barnab{\'a}s P{\'o}czos and Zolt{\'a}n Szab{\'o} and Melinda Kiszlinger and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Independent Process Analysis without A Priori Dimensional Information},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2007},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/math/0703612})},
}

@ARTICLE{szabo07undercomplete_TCC,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Undercomplete Blind Subspace Deconvolution},
  JOURNAL =      {Journal of Machine Learning Research},
  YEAR =         {2007},
  volume =       {8},
  pages =        {1063--1095},
  note =         {(\url{http://www.jmlr.org/papers/volume8/szabo07a/szabo07a.pdf})},
}

@TECHREPORT{szabo07undercomplete_TCC_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Undercomplete Blind Subspace Deconvolution},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2007},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/math/0701210})},
}

@ARTICLE{lorincz07neurally,
  AUTHOR =       {Andr{\'a}s L{\H{o}}rincz and Zolt{\'a}n Szab{\'o}},
  TITLE =        {Neurally Plausible, Non-combinatorial Iterative Independent Process Analysis},
  JOURNAL =      {Neurocomputing - Letters},
  YEAR =         {2007},
  volume =       {70},
  number =       {7-9},
  issn =         {0925-2312},
  pages =        {1569--1573},
  publisher =    {Elsevier Science Publishers B. V.},
  address =      {Amsterdam, The Netherlands, The Netherlands},
  note =         {(\url{http://dx.doi.org/10.1016/j.neucom.2006.10.145})},
}

@ARTICLE{szabo07independent,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Independent Subspace Analysis can Cope with the ,,Curse of Dimensionality''},
  JOURNAL =      {Acta Cybernetica (+Symposium of Intelligent Systems 2006)},
  YEAR =         {2007},
  volume =       {18},
  pages =        {213-221},
}

@ARTICLE{szabo07multilayer,
  AUTHOR =       {Zolt{\'a}n  Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Multilayer Kerceptron},
  JOURNAL =      {Journal of Applied Mathematics},
  YEAR =         {2007},
  volume =       {24},
  pages =        {209-222},
}

%2006:
@TECHREPORT{szabo06Kseparation_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Separation Theorem for $\mathbb{K}$-Independent Subspace Analysis with Sufficient Conditions},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2006},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/math.ST/0608100})},
}

@INPROCEEDINGS{szabo06real,
    AUTHOR =     {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
    TITLE =      {Real and Complex Independent Subspace Analysis by Generalized Variance},
    BOOKTITLE =  {{ICA} Research Network International Workshop (ICARN)},
    YEAR =       {2006},
    pages =      {85--88},
    location =   {Liverpool, {U.K.}},
    month   =    "18-19~"#sep,
}

@TECHREPORT{szabo06real_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Real and Complex Independent Subspace Analysis by Generalized Variance},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2006},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/math.ST/0610438})},
}

@INPROCEEDINGS{szabo06cross,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Cross-Entropy Optimization for Independent Process Analysis},
  BOOKTITLE =    {International Conference on Independent Component Analysis and Blind Source Separation (ICA)},
  YEAR =         {2006},
  editor =       {Justinian Rosca and Deniz Erdogmus and Jos{\'e} C. Pr{\'\i}ncipe and Simon Haykin},
  volume =       {3889},
  series =       {Lecture Notes in Computer Science},
  pages =        {909--916},
  publisher =    {Springer},
  location =     {Charleston, {SC}, {USA}},
  month   =      "5-8~"#mar,
  isbn      =    {3-540-32630-8},
  note =         {(\url{http://dx.doi.org/10.1007/11679363_113})},
}

@TECHREPORT{szabo06separation_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s  L{\H{o}}rincz},
  TITLE =        {Separation Theorem for Independent Subspace Analysis with Sufficient Conditions},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2006},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/math.ST/0603535})},
}

@ARTICLE{szabo06epsilon,
  AUTHOR =       {Zolt{\'a}n  Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {$\epsilon$-Sparse Representations: Generalized sparse approximation and the equivalent family of {SVM} tasks},
  JOURNAL =      {Acta Cybernetica},
  YEAR =         {2006},
  volume =       {17},
  number =       {3},
  pages =        {605--614},
  note =         {(\url{http://www.inf.u-szeged.hu/actacybernetica/edb/vol17n3/pdf/Lorincz_2006_ActaCybernetica.pdf})},
}

%2005:
@TECHREPORT{szabo05separation_TR,
  AUTHOR =       {Zolt{\'a}n  Szab{\'o} and Barnab{\'a}s P{\'o}czos and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Separation Theorem for Independent Subspace Analysis},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2005},
  address =      {Budapest},
  note =         {(\url{http://www.gatsby.ucl.ac.uk/~szabo/publications/szabo05separation_TR.pdf})},
}

%2004:
@TECHREPORT{szabo04l1_TR,
  AUTHOR =       {Zolt{\'a}n Szab{\'o} and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {{$L_1$} regularization is better than {$L_2$} for learning and predicting chaotic systems},
  INSTITUTION =  {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2004},
  address =      {Budapest},
  note =         {(\url{http://arxiv.org/abs/cs/0410015})},
}

@INPROCEEDINGS{hevizi04hidden,
  AUTHOR =       {{\Gy}{\"o}rgy H{\'e}v{\'\i}zi and Mih{\'a}ly Bicz{\'o} and Barnab{\'a}s P{\'o}czos and Zolt{\'a}n Szab{\'o} and B{\'a}lint Tak{\'a}cs and Andr{\'a}s L{\H{o}}rincz},
  TITLE =        {Hidden Markov model finds behavioral patterns of users working with a headmouse driven writing tool},
  BOOKTITLE =    {International Joint Conference on Neural Networks (IJCNN)},
  YEAR =         {2004},
  location =     {Budapest, Hungary},
  month   =      "26-29~"#jul,
  note =         {(IJCNN2004 CD-ROM Conference Proceedings, Paper No. 1268. IEEE Catalog Number: 04CH37541C, ISBN: 0-7803-8360-5; \url{http://dx.doi.org/10.1109/IJCNN.2004.1379997})},
}

%2003:
@MASTERSTHESIS{szabo03retina,
  AUTHOR =       {Zolt{\'a}n Szab{\'o}},
  TITLE =        {Retina based sampling in face component recognition},
  SCHOOL =       {E{\"o}tv{\"o}s Lor{\'a}nd University},
  YEAR =         {2003},
  address =      {Budapest},
}