Fard, Mahdi Milani

14 publications

TMLR 2022 Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks Lang Liu, Mahdi Milani Fard, Sen Zhao

ICML 2021 Optimizing Black-Box Metrics with Iterative Example Weighting Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Mahdi Milani Fard, Sanmi Koyejo

ICML 2020 Optimizing Black-Box Metrics with Adaptive Surrogates Qijia Jiang, Olaoluwa Adigun, Harikrishna Narasimhan, Mahdi Milani Fard, Maya Gupta

ICML 2019 Metric-Optimized Example Weights Sen Zhao, Mahdi Milani Fard, Harikrishna Narasimhan, Maya Gupta

ICML 2018 Constrained Interacting Submodular Groupings Andrew Cotter, Mahdi Milani Fard, Seungil You, Maya Gupta, Jeff Bilmes

NeurIPS 2016 Fast and Flexible Monotonic Functions with Ensembles of Lattices Mahdi Milani Fard, Kevin Canini, Andrew Cotter, Jan Pfeifer, Maya Gupta

NeurIPS 2016 Launch and Iterate: Reducing Prediction Churn Mahdi Milani Fard, Quentin Cormier, Kevin Canini, Maya Gupta

JMLR 2014 Efficient Learning and Planning with Compressed Predictive States William Hamilton, Mahdi Milani Fard, Joelle Pineau

NeurIPS 2013 Bellman Error Based Feature Generation Using Random Projections on Sparse Spaces Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup

ICML 2013 Modelling Sparse Dynamical Systems with Compressed Predictive State Representations William L. Hamilton, Mahdi Milani Fard, Joelle Pineau

AAAI 2012 Compressed Least-Squares Regression on Sparse Spaces Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup

JAIR 2011 Non-Deterministic Policies in Markovian Decision Processes Mahdi Milani Fard, Joelle Pineau

UAI 2011 PAC-Bayesian Policy Evaluation for Reinforcement Learning Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári

AAAI 2008 A Variance Analysis for POMDP Policy Evaluation Mahdi Milani Fard, Joelle Pineau, Peng Sun