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Alekh Agarwal | Researchclopedia

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Alekh Agarwal

Division of Computer and Network Systems ORCID

182

Works

5,717

Citations

41

h-index

94

i10-index

Research Topics

Advanced Bandit Algorithms Research Machine Learning and Algorithms Reinforcement Learning in Robotics

Affiliations

Microsoft (United States)2011–2021

Google (United States)2021–2025

International Computer Science Institute2009–2009

Max Planck Society2007–2007

Indian Institute of Technology Bombay2006–2007

Top Works

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

Alekh Agarwal,Daniel Hsu,et al.

2014313 citations

Sparse and Compressive Sensing Techniques

Stochastic Gradient Optimization Techniques

Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds

Jordan T. Ash,Chicheng Zhang,et al.

2019280 citations

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

Alekh Agarwal,Ofer Dekel,et al.

2010253 citations

Distributed delayed stochastic optimization

Alekh Agarwal,John C. Duchi

2012252 citations

A Reliable Effective Terascale Linear Learning System

Alekh Agarwal,Olivier Chapelle,et al.

2011243 citations

Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization

Alekh Agarwal,Peter L. Bartlett,et al.

2012236 citations

Fast global convergence of gradient methods for high-dimensional statistical recovery

Alekh Agarwal,Sahand Negahban,et al.

2012210 citations

Contextual Decision Processes with Low Bellman Rank are PAC-Learnable

Nan Jiang,Akshay Krishnamurthy,et al.

2016153 citations

On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift

Alekh Agarwal,Sham M. Kakade,et al.

2019111 citations