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cs.LG2023★ 75 cited
Neural Architecture Search: Insights from 1000 Papers
Colin White, Mahmoud Safari, Rhea Sukthanker +5
In the past decade, advances in deep learning have resulted in breakthroughs in a variety of areas, including computer vision, natural language understanding, speech recognition, a…
cs.LG2016★ 1 cited
Risk-Aware Algorithms for Adversarial Contextual Bandits
Wen Sun, Debadeepta Dey, Ashish Kapoor
In this work we consider adversarial contextual bandits with risk constraints. At each round, nature prepares a context, a cost for each arm, and additionally a risk for each arm.…