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06/09/2023
A Unified Model and Dimension for Interactive Estimation
We study an abstract framework for interactive learning called interacti...
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02/13/2021
Interactive Learning from Activity Description
We present a novel interactive learning protocol that enables training r...
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06/21/2019
Reinforcement Learning with Convex Constraints
In standard reinforcement learning (RL), a learning agent seeks to optim...
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11/28/2018
Adversarial Bandits with Knapsacks
We consider Bandits with Knapsacks (henceforth, BwK), a general model fo...
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10/09/2015
Functional Frank-Wolfe Boosting for General Loss Functions
Boosting is a generic learning method for classification and regression....
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06/15/2015