Mahdi Milani Fard

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 12

Top Topics

Markovian Decision Processes

Linearly Combined

Top Venues

J. Mach. Learn. Res.

Publications

Lang Liu, Mahdi Milani Fard, Sen Zhao
Distribution Embedding Networks for Meta-Learning with Heterogeneous Covariate Spaces. CoRR (2022)
Lang Liu, Mahdi Milani Fard, Sen Zhao
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks. Trans. Mach. Learn. Res. 2022 (2022)
Gaurush Hiranandani, Jatin Mathur, Oluwasanmi Koyejo, Mahdi Milani Fard, Harikrishna Narasimhan
Optimizing Black-box Metrics with Iterative Example Weighting. CoRR (2021)
Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Mahdi Milani Fard, Sanmi Koyejo
Optimizing Black-box Metrics with Iterative Example Weighting. ICML (2021)
Qijia Jiang, Olaoluwa Adigun, Harikrishna Narasimhan, Mahdi Milani Fard, Maya R. Gupta
Optimizing Black-box Metrics with Adaptive Surrogates. CoRR (2020)
Qijia Jiang, Olaoluwa Adigun, Harikrishna Narasimhan, Mahdi Milani Fard, Maya R. Gupta
Optimizing Black-box Metrics with Adaptive Surrogates. ICML (2020)
Sen Zhao, Mahdi Milani Fard, Harikrishna Narasimhan, Maya R. Gupta
Metric-Optimized Example Weights. ICML (2019)
Andrew Cotter, Mahdi Milani Fard, Seungil You, Maya R. Gupta, Jeff A. Bilmes
Constrained Interacting Submodular Groupings. ICML (2018)
Maya R. Gupta, Andrew Cotter, Mahdi Milani Fard, Serena Wang
Proxy Fairness. CoRR (2018)
Sen Zhao, Mahdi Milani Fard, Maya R. Gupta
Metric-Optimized Example Weights. CoRR (2018)
Mahdi Milani Fard, Quentin Cormier, Kevin Robert Canini, Maya R. Gupta
Launch and Iterate: Reducing Prediction Churn. NIPS (2016)
Mahdi Milani Fard, Kevin Robert Canini, Andrew Cotter, Jan Pfeifer, Maya R. Gupta
Fast and Flexible Monotonic Functions with Ensembles of Lattices. NIPS (2016)
William L. Hamilton, Mahdi Milani Fard, Joelle Pineau
Efficient learning and planning with compressed predictive states. J. Mach. Learn. Res. 15 (1) (2014)
Mahdi Milani Fard, Joelle Pineau
Non-Deterministic Policies in Markovian Decision Processes. CoRR (2014)
William L. Hamilton, Mahdi Milani Fard, Joelle Pineau
Efficient Learning and Planning with Compressed Predictive States. CoRR (2013)
William L. Hamilton, Mahdi Milani Fard, Joelle Pineau
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations. ICML (1) (2013)
Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces. NIPS (2013)
Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári
PAC-Bayesian Policy Evaluation for Reinforcement Learning CoRR (2012)
Mahdi Milani Fard, Yuri Grinberg, Amir Massoud Farahmand, Joelle Pineau, Doina Precup
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces CoRR (2012)
Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup
Compressed Least-Squares Regression on Sparse Spaces. AAAI (2012)
Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári
PAC-Bayesian Policy Evaluation for Reinforcement Learning. UAI (2011)
Mahdi Milani Fard, Joelle Pineau
Non-Deterministic Policies in Markovian Decision Processes. J. Artif. Intell. Res. 40 (2011)
Mahdi Milani Fard, Joelle Pineau
PAC-Bayesian Model Selection for Reinforcement Learning. NIPS (2010)
Mahdi Milani Fard, Joelle Pineau, Peng Sun
A Variance Analysis for POMDP Policy Evaluation. AAAI (2008)
Mahdi Milani Fard, Joelle Pineau
MDPs with Non-Deterministic Policies. NIPS (2008)
Mahdi Milani Fard, Amir-Hossein Bakhtiary
Behavioral Partitioning in a Hierarchical Mixture of Experts using K-Best-Experts Algorithm. FOCI (2007)