Publications
Sampling Low-Fidelity Outputs for Estimation of High-Fidelity Density and its Tails.
M Kim, K O’Connor, V Pipiras, and T Sapsis.
Submitted.
Alignment and Comparison of Directed Networks via Transition Couplings of Random Walks.
B Yi, K O’Connor, K McGoff, and AB Nobel.
Submitted. [pdf, code]
Estimation of Stationary Optimal Transport Plans.
K O’Connor, K McGoff, and AB Nobel.
Information and Inference, 2024. [pdf]
Optimal Transport for Stationary Markov Chains via Policy Iteration.
K O’Connor, K McGoff, and AB Nobel.
Journal of Machine Learning Research, 2022. [pdf, code]
Exchangeable Generative Models with Flow Scans.
C Bender*, K O’Connor*, Y Li, JJ Garcia, M Zaheer, and J Oliva.
AAAI Conference on Artificial Intelligence, 2020. [pdf, code]
Workshop Publications
Exchangeable Generative Models with Flow Scans.
C Bender*, K O’Connor*, Y Li, JJ Garcia, M Zaheer, and J Oliva.
NeurIPS Workshop on Sets and Partitions, 2019.
Dissertation
Computation and Consistent Estimation of Stationary Optimal Transport Plans.
UNC Department of Statistics and Operations Research, 2021.
*denotes equal contribution