conftrace_

transport map

22 papers

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Co-occurring keywords

optimal transport (948) normalizing flow (354) bayesian inference (1907) non-gaussian distribution (6) graphical model (864) conditional independence (113) markov chain monte carlo (725) domain adaptation (4595) variational inference (2069) input convex neural network (7)

Papers

Lightweight Optimal-Transport Harmonization on Edge Devices AAAI 2026
Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025
Score Operator Newton transport AISTATS 2024
Learning Non-Gaussian Graphical Models via Hessian Scores and Triangular Transport JMLR 2024
Progressive Entropic Optimal Transport Solvers NIPS 2024
Transport Elliptical Slice Sampling AISTATS 2023
Transport Reversible Jump Proposals AISTATS 2023
On Sampling with Approximate Transport Maps ICML 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings ICML 2023
The Monge Gap: A Regularizer to Learn All Transport Maps ICML 2023
Supervised Training of Conditional Monge Maps NIPS 2022
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ICML 2022
Learning Optimal Flows for Non-Equilibrium Importance Sampling NIPS 2022
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark NIPS 2021
CO-Optimal Transport NIPS 2020
Tails of Lipschitz Triangular Flows ICML 2020
Greedy inference with structure-exploiting lazy maps NIPS 2020
Statistical Optimal Transport posed as Learning Kernel Embedding NIPS 2020
Transport Analysis of Infinitely Deep Neural Network JMLR 2019
Inference via Low-Dimensional Couplings JMLR 2018
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting NIPS 2017
Mapping Estimation for Discrete Optimal Transport NIPS 2016