Pradeep Ravikumar

On the (In)fidelity and Sensitivity for Explanations.

Chih-Kuan Yeh, Cheng-Yu Hsieh, Arun Sai Suggala, 2019, 1901.09392.

When Is Generalizable Reinforcement Learning Tractable? pdf

Dhruv Malik, Yuanzhi Li, Pradeep Ravikumar, 2021, ArXiv.

On Learning Ising Models under Huber's Contamination Model

Pradeep Ravikumar, Vishwak Srinivasan, Sivaraman Balakrishnan, 2020, NeurIPS.

Fundamental Limits and Tradeoffs in Invariant Representation Learning pdf

Tommi S. Jaakkola, Geoffrey J. Gordon, Chen Dan, 2020, ArXiv.

Generalized Boosting

Arun Sai Suggala, Pradeep Ravikumar, Bingbin Liu, 2020, NeurIPS.