Alekh Agarwal

Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits

Alekh Agarwal, Daniel Hsu, Satyen Kale et al. · arXiv (Cornell University) · 2014 · 315 citations · Full text

Computing, Computer Science, Algorithms +12

Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds

Jordan T. Ash, Chicheng Zhang, Akshay Krishnamurthy et al. · arXiv (Cornell University) · 2019 · 280 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback.

Alekh Agarwal, Ofer Dekel, Lin Xiao · 2010 · 254 citations

Computing, Computer Science, Mathematics +15

Distributed delayed stochastic optimization

Alekh Agarwal, John C. Duchi · 2012 · 252 citations

Computing, Computer Science, Distributed Systems +13

A Reliable Effective Terascale Linear Learning System

Alekh Agarwal, Olivier Chapelle, John Langford · arXiv (Cornell University) · 2011 · 243 citations · Full text

Computing, Computer Science, High-performance Computing +12