Papers

Working Papers

REFEREED PUBLICATIONS

J. Oliva, A. Dubey, M. Zaheer, B.Póczos, R. Salakhutdinov, E. Xing, and J. Schneider. Transformation Autoregressive Networks. International Conference on Machine Learning (ICML). Stockholm, Sweden, 2018.

J. Oliva, B. Póczos, and J. Schneider. The Statistical Recurrent Unit. International Conference on Machine Learning (ICML). Sydney, Australia, 2017.

S. Ravanbakhsh, J. Oliva, S. Fromenteau, L. Price, S. Ho, J. Schneider, & B. Póczos. Estimating cosmological parameters from the dark matter distribution. International Conference on Machine Learning (ICML). NYC, NY, 2016.

K. Kandasamy, G. Dasarathy, J. Oliva, J. Schneider, & B. Póczos. Gaussian process bandit optimisation with multi-fidelity evaluations. Advances in Neural Information Processing Systems (NIPS). Barcelona, Spain, 2016.

X. Wang, J. Oliva, J. Schneider, B. Póczos. Nonparametric Risk and Stability Analysis for Multi-Task Learning Problems. The International Joint Conference on Artificial Intelligence (IJCAI). NYC, NY, 2016.

J. Oliva*, A. Dubey*, A. Wilson, B. Póczos, E. Xing, J. Schneider. Bayesian Nonparametric Kernel-Learning. International Conference on Artificial Intelligence and Statistics (AISTATS). Cadiz, Spain, 2016.

D. Sutherland*, J. Oliva*, B. Póczos, J. Schneider. Linear-time Learning on Distributions with Approximate Kernel Embeddings. Association for the Advancement of Artificial Intelligence (AAAI). Phoenix, AZ, 2016.

J. Oliva, W. Neiswanger, B. Póczos, E. Xing, and J. Schneider. Fast Function to Function Regression. International Conference on Artificial Intelligence and Statistics (AISTATS). San Diego, CA, 2015.

J. Oliva, B. Póczos, T. Verstynen, A. Singh, J. Schneider, F.C. Yeh, and E.Y. Tseng. FuSSO: Functional Shrinkage and Selection Operator. International Conference on Artificial Intelligence and Statistics (AISTATS). Reykjavik, Iceland, 2014.

J. Oliva, W. Neiswanger, B. Póczos, J. Schneider, and E. Xing. Fast Distribution to Real Regression. International Conference on Artificial Intelligence and Statistics (AISTATS). Reykjavik, Iceland, 2014.

J. Oliva, B. Póczos, and J. Schneider. Distribution to Distribution Regression. International Conference on Machine Learning (ICML). Atlanta, GA, 2013.

*: Authors contributed equally