154 citations · 947 across the 39 of their papers we have counts for
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cs.LG2016
Generalization Bounds for Weighted Automata
Borja Balle, Mehryar Mohri
This paper studies the problem of learning weighted automata from a finite labeled training sample. We consider several general families of weighted automata defined in terms of th…
cs.LG2016★ 19 cited
Differentially Private Policy Evaluation
Borja Balle, Maziar Gomrokchi, Doina Precup
We present the first differentially private algorithms for reinforcement learning, which apply to the task of evaluating a fixed policy. We establish two approaches for achieving d…