Carolyn Kim

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 6

Top Topics

Active Sampling

Recommender Systems

Multistage Stochastic

Top Venues

Publications

Carolyn Kim, Mohsen Bayati
Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling. AISTATS (2020)
Carolyn Kim, Mohsen Bayati
Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling. CoRR (2020)
Carolyn Kim, Osbert Bastani
Learning Interpretable Models with Causal Guarantees. CoRR (2019)
Osbert Bastani, Carolyn Kim, Hamsa Bastani
Interpreting Blackbox Models via Model Extraction. CoRR (2017)
Osbert Bastani, Carolyn Kim, Hamsa Bastani
Interpretability via Model Extraction. CoRR (2017)
Carolyn Kim, Ashish Sabharwal, Stefano Ermon
Exact Sampling with Integer Linear Programs and Random Perturbations. AAAI (2016)