Pratik Gajane

On Formalizing Fairness in Prediction with Machine Learning

Pratik Gajane · arXiv (Cornell University) · 2017 · 162 citations · Full text

Engineering, Machine Learning, Discrimination +19

Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes

Peter Auer, Pratik Gajane, Ronald Ortner · 2019 · 101 citations

Engineering, Stochastic Optimization, Uncertainty Quantification +11

A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions

Pratik Gajane, Ronald Ortner, Peter Auer · arXiv (Cornell University) · 2018 · 36 citations · Full text

Variational Regret Bounds for Reinforcement Learning

Pratik Gajane, Ronald Ortner, Peter Auer · arXiv (Cornell University) · 2019 · 27 citations · Full text

Undiscounted Reinforcement Learning, Reinforcement Learning (Computer Engineering), Engineering +11

Variational Regret Bounds for Reinforcement Learning

Ronald Ortner, Pratik Gajane, Peter Auer · arXiv (Cornell University) · 2019 · 20 citations · Full text

Decision Theory, Sequential Decision Making, Exploration V Exploitation