Dhruv Malik

26 papers A* 6A 2C 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Parameter Count: Implicit Bias in Soft Mixture of Experts.
Trans. Mach. Learn. Res.
Youngseog Chung, Dhruv Malik, Jeff Schneider, Yuanzhi Li, Aarti Singh
2024 — conf
Beyond Parameter Count: Implicit Bias in Soft Mixture of Experts.
ENLSP
Youngseog Chung, Dhruv Malik, Jeff Schneider, Yuanzhi Li, Aarti Singh
2024 J jnl
Beyond Parameter Count: Implicit Bias in Soft Mixture of Experts.
CoRR
Youngseog Chung, Dhruv Malik, Jeff G. Schneider, Yuanzhi Li, Aarti Singh
2024 — conf
COMEX: Deeply Observing Application Behavior on Real Android Devices.
CSET @ USENIX Security Symposium
Zeya Umayya, Dhruv Malik, Arpit Nandi, Akshat Kumar, Sareena Karapoola, Sambuddho Chakravarty
2024 J jnl
Specifying and Solving Robust Empirical Risk Minimization Problems Using CVXPY.
J. Optim. Theory Appl.
Eric Luxenberg, Dhruv Malik, Yuanzhi Li, Aarti Singh, Stephen P. Boyd
2023 A* conf
How Does Adaptive Optimization Impact Local Neural Network Geometry?
NeurIPS
Kaiqi Jiang, Dhruv Malik, Yuanzhi Li
2023 A conf
PTPerf: On the Performance Evaluation of Tor Pluggable Transports.
IMC
Zeya Umayya, Dhruv Malik, Devashish Gosain, Piyush Kumar Sharma
2023 J jnl
PTPerf: On the performance evaluation of Tor Pluggable Transports.
CoRR
Zeya Umayya, Dhruv Malik, Devashish Gosain, Piyush Kumar Sharma
2023 J jnl
Specifying and Solving Robust Empirical Risk Minimization Problems Using CVXPY.
CoRR
Eric Luxenberg, Dhruv Malik, Yuanzhi Li, Aarti Singh, Stephen P. Boyd
2023 A* conf
Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality.
ICML
Dhruv Malik, Conor Igoe, Yuanzhi Li, Aarti Singh
2023 J jnl
Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality.
CoRR
Dhruv Malik, Conor Igoe, Yuanzhi Li, Aarti Singh
2022 A* conf
Complete Policy Regret Bounds for Tallying Bandits.
COLT
Dhruv Malik, Yuanzhi Li, Aarti Singh
2022 J jnl
Complete Policy Regret Bounds for Tallying Bandits.
CoRR
Dhruv Malik, Yuanzhi Li, Aarti Singh
2022 J jnl
How Does Adaptive Optimization Impact Local Neural Network Geometry?
CoRR
Kaiqi Jiang, Dhruv Malik, Yuanzhi Li
2021 A* conf
Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity.
ICML
Dhruv Malik, Aldo Pacchiano, Vishwak Srinivasan, Yuanzhi Li
2021 J jnl
Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity.
CoRR
Dhruv Malik, Aldo Pacchiano, Vishwak Srinivasan, Yuanzhi Li
2021 A* conf
When Is Generalizable Reinforcement Learning Tractable?
NeurIPS
Dhruv Malik, Yuanzhi Li, Pradeep Ravikumar
2021 J jnl
When Is Generalizable Reinforcement Learning Tractable?
CoRR
Dhruv Malik, Yuanzhi Li, Pradeep Ravikumar
2020 J jnl
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems.
J. Mach. Learn. Res.
Dhruv Malik, Ashwin Pananjady, Kush Bhatia, Koulik Khamaru, Peter L. Bartlett, Martin J. Wainwright
2019 A conf
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems.
AISTATS
Dhruv Malik, Ashwin Pananjady, Kush Bhatia, Koulik Khamaru, Peter L. Bartlett, Martin J. Wainwright
2018 A* conf
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning.
ICML
Dhruv Malik, Malayandi Palaniappan, Jaime F. Fisac, Dylan Hadfield-Menell, Stuart Russell, Anca D. Dragan
2018 J jnl
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning.
CoRR
Dhruv Malik, Malayandi Palaniappan, Jaime F. Fisac, Dylan Hadfield-Menell, Stuart Russell, Anca D. Dragan
2018 J jnl
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems.
CoRR
Dhruv Malik, Ashwin Pananjady, Kush Bhatia, Koulik Khamaru, Peter L. Bartlett, Martin J. Wainwright
2017 C conf
Pragmatic-Pedagogic Value Alignment.
ISRR
Jaime F. Fisac, Monica A. Gates, Jessica B. Hamrick, Chang Liu, Dylan Hadfield-Menell, Malayandi Palaniappan, Dhruv Malik, S. Shankar Sastry, Thomas L. Griffiths, Anca D. Dragan
2017 J jnl
Pragmatic-Pedagogic Value Alignment.
CoRR
Jaime F. Fisac, Monica A. Gates, Jessica B. Hamrick, Chang Liu, Dylan Hadfield-Menell, Malayandi Palaniappan, Dhruv Malik, S. Shankar Sastry, Thomas L. Griffiths, Anca D. Dragan
2016 — conf
Breaking an image encryption scheme based on chaotic synchronization phenomenon.
IC3
Sushmita Singh, Musheer Ahmad, Dhruv Malik