About
Discord Stateoftheart AI
GitHub

Publications

28

Cited by

248

Mahdi Milani Fard

machine learningreinforcement learningstatistical learning theory
Google

United States

Papers and Citations

1 - 50
Modelling sparse dynamical systems with compressed predictive state representations
2013
Mahdi Milani Fard
William L Hamilton
Joelle Pineau
Cited by 37
Efficient learning and planning with compressed predictive states
2014
William L Hamilton
Joelle Pineau
Mahdi Milani Fard
Cited by 33
Fast and flexible monotonic functions with ensembles of lattices
2016
Mahdi Milani Fard
Andrew Cotter
Maya Gupta
+2
Cited by 32
Proxy fairness
2018
S Wang
Andrew Cotter
Maya Gupta
+1
Cited by 31
Compressed Least-Squares Regression on Sparse Spaces.
2012
Yuri Grinberg
Mahdi Milani Fard
Doina Precup
+1
Cited by 29
PAC-Bayesian model selection for reinforcement learning
2010
Joelle Pineau
Mahdi Milani Fard
Cited by 23
Bellman error based feature generation using random projections on sparse spaces
2013
Mahdi Milani Fard
Doina Precup
Yuri Grinberg
+2
Cited by 17
A variance analysis for POMDP policy evaluation
2008
Peng Sun
Mahdi Milani Fard
Joelle Pineau
Cited by 15
Non-deterministic policies in Markovian decision processes
2011
Joelle Pineau
Mahdi Milani Fard
Cited by 14
Launch and iterate: Reducing prediction churn
2016
Kevin Canini
Quentin Cormier
Maya Gupta
+1
Cited by 12
MDPs with non-deterministic policies
2009
Mahdi Milani Fard
Joelle Pineau
Cited by 9
Metric-optimized example weights
2019
Sen Zhao
Mahdi Milani Fard
Harikrishna Narasimhan
+1
Cited by 8
PAC-Bayesian policy evaluation for reinforcement learning
2012
C Szepesvári
Mahdi Milani Fard
Joelle Pineau
Cited by 8
Optimizing black-box metrics with adaptive surrogates
2020
O Adigun
O Adigun
Qijia Jiang
+3
Cited by 4
Constrained interacting submodular groupings
2018
Jeff Bilmes
J Bilmes
Maya Gupta
+3
Cited by 3
A Co-evolutionary Competitive Multi-expert Approach to Image Compression with Neural Networks
2006
Mahdi Milani Fard
Cited by 2
Ensemble Learning with Local Experts
2006
Mahdi Milani Fard
Cited by 2
Non-deterministic policies in Markovian processes
2009
Mahdi Milani Fard
Cited by 1
Behavioral Partitioning in a Hierarchical Mixture of Experts using K-Best-Experts Algorithm
2007
Amir Hossein Bakhtiary
Mahdi Milani Fard
Cited by 1
Random projections preserve linearity in sparse spaces
2012
Doina Precup
Mahdi Milani Fard
Joelle Pineau
+1
Cited by 1
LSTD on sparse spaces
2011
Joelle Pineau
Yuri Grinberg
Mahdi Milani Fard
Cited by 1
Optimizing Black-box Metrics with Iterative Example Weighting
2021
O Koyejo
J Mathur
Mahdi Milani Fard
+1
Cited by
Regularized Reinforcement Learning with Performance Guarantees
2014
Mahdi Milani Fard
Cited by
Least-Squares Regression on Sparse Spaces
2011
Joelle Pineau
Yuri Grinberg
Mahdi Milani Fard
Cited by
Bellman Error Based Feature Generation Using Random Projections
Y Grinberg
Joelle Pineau
Mahdi Milani Fard
+1
Cited by