Publications

Publications

Sampling Low-Fidelity Outputs for High-Fidelity Density Estimation.
K O’Connor and V Pipiras.
In preparation.

Graph Optimal Transport with Transition Couplings of Random Walks.
K O’Connor, B Yi, K McGoff, and AB Nobel.
In preparation. [pdf, code]

Estimation of Stationary Optimal Transport Plans.
K O’Connor, K McGoff, and AB Nobel.
Submitted. [pdf]

Optimal Transport for Stationary Markov Chains via Policy Iteration.
K O’Connor, K McGoff, and AB Nobel.
Journal of Machine Learning Research, 2021+. [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