Mahdi Milani Fard

26 papers A* 6A 1Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2022 J jnl
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks.
Trans. Mach. Learn. Res.
Lang Liu, Mahdi Milani Fard, Sen Zhao
2022 J jnl
Distribution Embedding Networks for Meta-Learning with Heterogeneous Covariate Spaces.
CoRR
Lang Liu, Mahdi Milani Fard, Sen Zhao
2021 A* conf
Optimizing Black-box Metrics with Iterative Example Weighting.
ICML
Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Mahdi Milani Fard, Sanmi Koyejo
2021 J jnl
Optimizing Black-box Metrics with Iterative Example Weighting.
CoRR
Gaurush Hiranandani, Jatin Mathur, Oluwasanmi Koyejo, Mahdi Milani Fard, Harikrishna Narasimhan
2020 A* conf
Optimizing Black-box Metrics with Adaptive Surrogates.
ICML
Qijia Jiang, Olaoluwa Adigun, Harikrishna Narasimhan, Mahdi Milani Fard, Maya R. Gupta
2020 J jnl
Optimizing Black-box Metrics with Adaptive Surrogates.
CoRR
Qijia Jiang, Olaoluwa Adigun, Harikrishna Narasimhan, Mahdi Milani Fard, Maya R. Gupta
2019 A* conf
Metric-Optimized Example Weights.
ICML
Sen Zhao, Mahdi Milani Fard, Harikrishna Narasimhan, Maya R. Gupta
2018 A* conf
Constrained Interacting Submodular Groupings.
ICML
Andrew Cotter, Mahdi Milani Fard, Seungil You, Maya R. Gupta, Jeff A. Bilmes
2018 J jnl
Metric-Optimized Example Weights.
CoRR
Sen Zhao, Mahdi Milani Fard, Maya R. Gupta
2018 J jnl
Proxy Fairness.
CoRR
Maya R. Gupta, Andrew Cotter, Mahdi Milani Fard, Serena Lutong Wang
2016 — conf
Fast and Flexible Monotonic Functions with Ensembles of Lattices.
NIPS
Mahdi Milani Fard, Kevin Robert Canini, Andrew Cotter, Jan Pfeifer, Maya R. Gupta
2016 — conf
Launch and Iterate: Reducing Prediction Churn.
NIPS
Mahdi Milani Fard, Quentin Cormier, Kevin Robert Canini, Maya R. Gupta
2014 J jnl
Efficient learning and planning with compressed predictive states.
J. Mach. Learn. Res.
William L. Hamilton, Mahdi Milani Fard, Joelle Pineau
2014 J jnl
Non-Deterministic Policies in Markovian Decision Processes.
CoRR
Mahdi Milani Fard, Joelle Pineau
2013 — conf
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces.
NIPS
Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup
2013 J jnl
Efficient Learning and Planning with Compressed Predictive States.
CoRR
William L. Hamilton, Mahdi Milani Fard, Joelle Pineau
2013 — conf
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations.
ICML (1)
William L. Hamilton, Mahdi Milani Fard, Joelle Pineau
2012 J jnl
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
CoRR
Mahdi Milani Fard, Yuri Grinberg, Amir Massoud Farahmand, Joelle Pineau, Doina Precup
2012 A* conf
Compressed Least-Squares Regression on Sparse Spaces.
AAAI
Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup
2012 J jnl
PAC-Bayesian Policy Evaluation for Reinforcement Learning
CoRR
Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári
2011 J jnl
Non-Deterministic Policies in Markovian Decision Processes.
J. Artif. Intell. Res.
Mahdi Milani Fard, Joelle Pineau
2011 A conf
PAC-Bayesian Policy Evaluation for Reinforcement Learning.
UAI
Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári
2010 — conf
PAC-Bayesian Model Selection for Reinforcement Learning.
NIPS
Mahdi Milani Fard, Joelle Pineau
2008 A* conf
A Variance Analysis for POMDP Policy Evaluation.
AAAI
Mahdi Milani Fard, Joelle Pineau, Peng Sun
2008 — conf
MDPs with Non-Deterministic Policies.
NIPS
Mahdi Milani Fard, Joelle Pineau
2007 — conf
Behavioral Partitioning in a Hierarchical Mixture of Experts using K-Best-Experts Algorithm.
FOCI
Mahdi Milani Fard, Amir-Hossein Bakhtiary