bib.bib

@article{fisher1936use,
  title={The use of multiple measurements in taxonomic problems},
  author={Fisher, Ronald A},
  journal={Annals of Human Genetics},
  volume={7},
  number={2},
  pages={179--188},
  year={1936},
}

@article{campbell1974multivariate,
  title={A multivariate study of variation in two species of rock crab of the genus Leptograpsus},
  author={Campbell, NA and Mahon, RJ},
  journal={Australian Journal of Zoology},
  volume={22},
  number={3},
  pages={417--425},
  year={1974},
  publisher={CSIRO}
}

@article{zachary1977information,
  title={An information flow model for conflict and fission in small groups},
  author={Zachary, Wayne W},
  journal={Journal of Anthropological Research},
  volume={33},
  number={4},
  pages={452--473},
  year={1977},
  publisher={University of New Mexico}
}

@article{harrison1978hedonic,
  title={Hedonic housing prices and the demand for clean air},
  author={Harrison, David and Rubinfeld, Daniel L},
  journal={Journal of Environmental Economics and Management},
  volume={5},
  number={1},
  pages={81--102},
  year={1978},
}

@article{forina1991extendible,
  title={An extendible package for data exploration, classification and correlation},
  author={Forina, M and others},
  journal={Institute of Pharmaceutical and Food Analisys and Technologies, Via Brigata Salerno},
  volume={16147},
  year={1991}
}

@article{marcus1993building,
  title={Building a large annotated corpus of {E}nglish: {T}he {P}enn {T}reebank},
  author={Marcus, Mitchell P and Marcinkiewicz, Mary Ann and Santorini, Beatrice},
  journal={Computational linguistics},
  volume={19},
  number={2},
  pages={313--330},
  year={1993},
  publisher={MIT Press}
}

@article{nash1994population,
  title={The Population Biology of Abalone ({H}aliotis species)},
  author={Nash, WJ and Sellers, TL and Talbot, SR and Cawthorn, AJ and Ford, WB},
  journal={Blacklip Abalone (H. rubra) from the North Coast and Islands of Bass Strait. Sea Fisheries Division Technical Report},
  volume={48},
  year={1994}
}

@article{lecun1998gradient,
  title={Gradient-based learning applied to document recognition},
  author={LeCun, Yann and Bottou, L{\'e}on and Bengio, Yoshua and Haffner, Patrick},
  journal={Proceedings of the IEEE},
  volume={86},
  number={11},
  pages={2278--2324},
  year={1998},
  publisher={IEEE}
}

@article{watts1998collective,
  title={Collective dynamics of `small-world' networks},
  author={Watts, Duncan J and Strogatz, Steven H},
  journal={Nature},
  volume={393},
  number={6684},
  pages={440},
  year={1998},
}

@inproceedings{allan2005harmonising,
  title={Harmonising chorales by probabilistic inference},
  author={Allan, Moray and Williams, Christopher},
  booktitle={Neural Information Processing Systems},
  year={2005}
}

@misc{mahoney2006large,
  title={Large text compression benchmark},
  author={Mahoney, Matt},
  url={http://mattmahoney.net/dc/text.html},
  year={2011}
}

@article{poliner2007discriminative,
  title={A discriminative model for polyphonic piano transcription},
  author={Poliner, Graham E and Ellis, Daniel PW},
  journal={EURASIP Journal on Applied Signal Processing},
  volume={2007},
  number={1},
  pages={154--154},
  year={2007},
}

@article{krizhevsky2009learning,
  title={Learning multiple layers of features from tiny images},
  author={Krizhevsky, Alex and Hinton, Geoffrey},
  year={2009},
  publisher={Technical Report, University of Toronto}
}

@inproceedings{marlin2010inductive,
  title={Inductive principles for restricted Boltzmann machine learning},
  author={Marlin, Benjamin and Swersky, Kevin and Chen, Bo and Freitas, Nando},
  booktitle={Artificial Intelligence and Statistics},
  year={2010}
}

@inproceedings{netzer2011reading,
  title={Reading digits in natural images with unsupervised feature learning},
  author={Netzer, Yuval and Wang, Tao and Coates, Adam and Bissacco, Alessandro and Wu, Bo and Ng, Andrew Y},
  booktitle={NIPS workshop on deep learning and unsupervised feature learning},
  volume={2011},
  number={2},
  pages={5},
  year={2011}
}

@inproceedings{boulanger2012modeling,
  title={Modeling temporal dependencies in high-dimensional sequences: Application to polyphonic music generation and transcription},
  author={Boulanger-Lewandowski, Nicolas and Bengio, Yoshua and Vincent, Pascal},
  booktitle={International Conference on Machine Learning},
  year={2012}
}

@misc{hutter2012human,
  title={The human knowledge compression contest},
  author={Hutter, Marcus},
  url={http://prize.hutter1.net},
  year={2012}
}

@inproceedings{socher2013recursive,
  title={Recursive deep models for semantic compositionality over a sentiment treebank},
  author={Socher, Richard and Perelygin, Alex and Wu, Jean and Chuang, Jason and Manning, Christopher D and Ng, Andrew and Potts, Christopher},
  booktitle={Empirical Methods in Natural Language Processing},
  pages={1631--1642},
  year={2013}
}

@article{bates2014lme4,
  title={lme4: Linear mixed-effects models using {E}igen and {S4}},
  author={Bates, Douglas and Maechler, Martin and Bolker, Ben and Walker, Steven and others},
  journal={R package version},
  volume={1},
  number={7},
  pages={1--23},
  year={2014}
}

@inproceedings{marelli2014sick,
  title={A {SICK} cure for the evaluation of compositional distributional semantic models.},
  author={Marelli, Marco and Menini, Stefano and Baroni, Marco and Bentivogli, Luisa and Bernardi, Raffaella and Zamparelli, Roberto},
  booktitle={LREC},
  pages={216--223},
  year={2014}
}

@inproceedings{bowman2015large,
  author = {Bowman, Samuel R and Angeli, Gabor and Potts, Christopher and Manning, Christopher D},
  title = {A large annotated corpus for learning natural language inference},
  booktitle = {Empirical Methods on Natural Language Processing},
  year = {2015}
}

@inproceedings{liu2015faceattributes,
 author = {Ziwei Liu and Ping Luo and Xiaogang Wang and Xiaoou Tang},
 title = {Deep Learning Face Attributes in the Wild},
 booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
 year = {2015}
}

@article{yu2015lsun,
  title={{LSUN}: Construction of a large-scale image dataset using deep learning with humans in the loop},
  author={Yu, Fisher and Seff, Ari and Zhang, Yinda and Song, Shuran and Funkhouser, Thomas and Xiao, Jianxiong},
  journal={arXiv preprint arXiv:1506.03365},
  year={2015}
}

@inproceedings{eslami2016attend,
  title={Attend, infer, repeat: Fast scene understanding with generative models},
  author={Eslami, SM Ali and Heess, Nicolas and Weber, Theophane and Tassa, Yuval and Szepesvari, David and Hinton, Geoffrey E and others},
  booktitle={Neural Information Processing Systems},
  year={2016}
}

@article{merity2016pointer,
  title={Pointer sentinel mixture models},
  author={Merity, Stephen and Xiong, Caiming and Bradbury, James and Socher, Richard},
  journal={arXiv preprint arXiv:1609.07843},
  year={2016}
}

@article{perrone2016poisson,
  title={Poisson Random Fields for Dynamic Feature Models},
  author={Perrone, Valerio and Jenkins, Paul A and Spano, Dario and Teh, Yee Whye},
  journal={arXiv preprint arXiv:1611.07460},
  year={2016}
}

@inproceedings{vandenoord2016pixel,
  author = {van den Oord, A{\"a}ron and Kalchbrenner, Nal and Kavukcuoglu, Koray},
  title = {{Pixel Recurrent Neural Networks}},
  booktitle = {International Conference on Machine Learning},
  year = {2016},
  month = jan
}

@article{xiao2017fashion,
  title={{Fashion-MNIST}: A Novel Image Dataset for Benchmarking Machine Learning Algorithms},
  author={Xiao, Han and Rasul, Kashif and Vollgraf, Roland},
  journal={arXiv preprint arXiv:1708.07747},
  year={2017}
}

@incollection{snelson2006fitc,
  title = {Sparse Gaussian Processes using Pseudo-inputs},
  author = {Edward Snelson and Ghahramani, Zoubin},
  booktitle = {Advances in Neural Information Processing Systems 18},
  year = {2006},
  url = {http://papers.nips.cc/paper/2857-sparse-gaussian-processes-using-pseudo-inputs.pdf}
}