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All publications by Finale Doshi-velez
authors venues years



Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction
Been Kim, Julie A. Shah and Finale Doshi-velez
Advances in Neural Information Processing Systems 28, 2015


Nonparametric Bayesian Policy Priors for Reinforcement Learning
Finale Doshi-velez, David Wingate, Nicholas Roy and Joshua B. Tenenbaum
Advances in Neural Information Processing Systems 23, 2010


Accelerated sampling for the Indian Buffet Process
Finale Doshi-velez and Zoubin Ghahramani
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process
Finale Doshi-velez, Shakir Mohamed, Zoubin Ghahramani and David A. Knowles
Advances in Neural Information Processing Systems 22, 2009


The Infinite Partially Observable Markov Decision Process
Finale Doshi-velez
Advances in Neural Information Processing Systems 22, 2009