Online One-Class SVMs with Active-Set Optimization for Data Streams. - Katelyn Gao (ICMLA, 2015)

Assessing Generalization in Deep Reinforcement Learning. - Charles Packer; Katelyn Gao; Jernej Kos; Philipp Krähenbühl; Vladlen Koltun; Dawn Song (CoRR, 2018)

Modeling and Optimization Trade-off in Meta-learning. - Katelyn Gao; Ozan Sener (NeurIPS, 2020)

Generalizing Gaussian Smoothing for Random Search. - Katelyn Gao; Ozan Sener (ICML, 2022)