Search Results for author: Kevin O'Connor

Found 3 papers, 2 papers with code

Estimation of Stationary Optimal Transport Plans

no code implementations25 Jul 2021 Kevin O'Connor, Kevin McGoff, Andrew B Nobel

We study optimal transport for stationary stochastic processes taking values in finite spaces.

Alignment and Comparison of Directed Networks via Transition Couplings of Random Walks

2 code implementations13 Jun 2021 Bongsoo Yi, Kevin O'Connor, Kevin McGoff, Andrew B. Nobel

Given two networks and a cost function relating their vertices, NetOTC finds a transition coupling of their associated random walks having minimum expected cost.

Exchangeable Generative Models with Flow Scans

1 code implementation5 Feb 2019 Christopher Bender, Kevin O'Connor, Yang Li, Juan Jose Garcia, Manzil Zaheer, Junier Oliva

In this work, we develop a new approach to generative density estimation for exchangeable, non-i. i. d.

Density Estimation

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