Carolyn Kim

According to our database, Carolyn Kim authored at least 6 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Matrix estimation with adaptive samples.

Carolyn Kim

PhD thesis, 2020

Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling.

Carolyn Kim, Mohsen Bayati

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Learning Interpretable Models with Causal Guarantees.

Carolyn Kim, Osbert Bastani

CoRR, 2019

2017

Interpretability via Model Extraction.

Osbert Bastani, Carolyn Kim, Hamsa Bastani

CoRR, 2017

Interpreting Blackbox Models via Model Extraction.

Osbert Bastani, Carolyn Kim, Hamsa Bastani

CoRR, 2017

2016

Exact Sampling with Integer Linear Programs and Random Perturbations.

Carolyn Kim, Ashish Sabharwal, Stefano Ermon

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016