Stefani Karp

PAC-Bayes Learning Bounds for Sample-Dependent Priors

Pranjal Awasthi, Satyen Kale, Mehryar Mohri, 2020, NeurIPS.

K-median Algorithms: Theory in Practice

David Dohan, Stefani Karp, Brian Matejek, 2015 .

Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels

Yuanzhi Li, Aarti Singh, Stefani Karp, 2021, NeurIPS.

Agnostic Learnability of Halfspaces via Logistic Loss

Satyen Kale, Pranjal Awasthi, Stefani Karp, 2022, ICML.