Concepedia

Ashwin Pananjady

AP

17

Publications

430

Citations

12

H-Index

2016

Active since

Affiliations

University of California, Berkeley(Current)

Georgia Institute of Technology

Stanford University

Ashwin Pananjady is an author at University of California, Berkeley specializing in engineering, computer science, and statistics.

Top concepts

EngineeringComputer ScienceStatisticsData ScienceStatistical InferenceMathematical ProgrammingCombinatorial OptimizationProbabilityInverse ProblemsMachine Learning

Publications per year

2016–2023

17

Publications

17

Linear Regression With Shuffled Data: Statistical and Computational Limits of Permutation Recovery

Ashwin Pananjady, Martin J. Wainwright, Thomas A. Courtade · IEEE Transactions on Information Theory · 2017 · 96 citations

Engineering, Statistical Signal Processing, Data Science +17

Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems

Dhruv Malik, Ashwin Pananjady, Kush Bhatia et al. · arXiv (Cornell University) · 2018 · 88 citations · Full text

Mathematical Programming, Engineering, Continuous Optimization +13

Optimally Approximating the Coverage Lifetime of Wireless Sensor Networks

Ashwin Pananjady, Vivek Bagaria, Rahul Vaze · IEEE/ACM Transactions on Networking · 2016 · 32 citations

Mathematical Programming, Engineering, Wireless Sensor System +17

Derivative-Free Methods for Policy Optimization: Guarantees for Linear\n Quadratic Systems

Dhruv Malik, Ashwin Pananjady, Kush Bhatia et al. · arXiv (Cornell University) · 2018 · 26 citations · Full text

Instance-Dependent ℓ<sub>∞</sub>-Bounds for Policy Evaluation in Tabular Reinforcement Learning

Ashwin Pananjady, Martin J. Wainwright · IEEE Transactions on Information Theory · 2020 · 24 citations

Artificial Intelligence, Engineering, Machine Learning +17

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