244 citations · 288 across the 4 of their papers we have counts for
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math.CA2021★ 3 cited
Efficient Representations of Signals in Nonlinear Signal Processing with Applications to Inverse Problems
Eugene Brevdo
The focus of this thesis is the construction and analysis of efficient representations in nonlinear signal processing, and the applications of these structures to inverse problems…
cs.LG2021★ 6 cited
Reverb: A Framework For Experience Replay
Albin Cassirer, Gabriel Barth-Maron, Eugene Brevdo +4
A central component of training in Reinforcement Learning (RL) is Experience: the data used for training. The mechanisms used to generate and consume this data have an important ef…
cs.PL2021★ 35 cited
MLGO: a Machine Learning Guided Compiler Optimizations Framework
Mircea Trofin, Yundi Qian, Eugene Brevdo +3
Leveraging machine-learning (ML) techniques for compiler optimizations has been widely studied and explored in academia. However, the adoption of ML in general-purpose, industry st…