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moment matching

39 papers

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Co-occurring keywords

bayesian inference (1907) tensor decomposition (375) adversarial training (1262) feature distribution (75) domain adaptation (4595) transfer learning (5449) variational inference (2069) imitation learning (744) generative model (2892) implicit model (35)

Papers

Regularized Rényi Divergence Minimization through Bregman Proximal Gradient Algorithms JMLR 2025
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning NIPS 2024
Adversarial Moment-Matching Distillation of Large Language Models NIPS 2024
Testably Learning Polynomial Threshold Functions NIPS 2024
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning NIPS 2024
Multistep Distillation of Diffusion Models via Moment Matching NIPS 2024
SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions NIPS 2023
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023
Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models AISTATS 2023
Risk Bounds on Aleatoric Uncertainty Recovery AISTATS 2023
Moment Matching Denoising Gibbs Sampling NIPS 2023
Provable Reinforcement Learning with a Short-Term Memory ICML 2022
Minimax Optimal Online Imitation Learning via Replay Estimation NIPS 2022
Learning (Very) Simple Generative Models Is Hard NIPS 2022
Optimal SQ Lower Bounds for Robustly Learning Discrete Product Distributions and Ising Models COLT 2022
Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap ICML 2021
Scalable Inference in SDEs by Direct Matching of the Fokker–Planck–Kolmogorov Equation NIPS 2021
Improving Generative Moment Matching Networks with Distribution Partition AAAI 2021
Distributional Reinforcement Learning via Moment Matching AAAI 2021
In the Light of Feature Distributions: Moment Matching for Neural Style Transfer CVPR 2021
Learning Implicit Text Generation via Feature Matching ACL 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020
Conditional Expectation Propagation UAI 2019
Learning Implicit Generative Models by Matching Perceptual Features ICCV 2019
Moment Matching for Multi-Source Domain Adaptation ICCV 2019