Concepedia

Mahdi Milani Fard

MM

7

Publications

172

Citations

7

H-Index

2010

Active since

Affiliations

McGill University(Current)

Google (United States)

Mahdi Milani Fard is an author at McGill University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningDeep LearningKnowledge DiscoverySupervised LearningApproximation TheoryPredictive Analytics

Publications per year

2010–2021

7

Publications

7

Modelling Sparse Dynamical Systems with Compressed Predictive State Representations

William L. Hamilton, Mahdi Milani Fard, Joëlle Pineau · 2013 · 36 citations

Efficient learning and planning with compressed predictive states

William L. Hamilton, Mahdi Milani Fard, Joëlle Pineau · Journal of Machine Learning Research · 2014 · 30 citations

Artificial Intelligence, Mathematical Programming, Sparse Representation +15

Fast and Flexible Monotonic Functions with Ensembles of Lattices

Mahdi Milani Fard, Kevin Robert Canini, Andrew Cotter et al. · Neural Information Processing Systems · 2016 · 29 citations

Mathematical Programming, Engineering, Machine Learning +20

Compressed Least-Squares Regression on Sparse Spaces

Mahdi Milani Fard, Yuri Grinberg, Joëlle Pineau et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 23 citations · Full text

Random Projections, Sparse Representation, Engineering +15

Launch and Iterate: Reducing Prediction Churn

Mahdi Milani Fard, Quentin Cormier, Kevin Robert Canini et al. · Neural Information Processing Systems · 2016 · 23 citations

Artificial Intelligence, Engineering, Machine Learning +22

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