conftrace_

normalizing constant

11 papers

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Co-occurring keywords

importance sampling (318) score matching (97) markov chain monte carlo (725) parameter estimation (274) density estimation (398) variational inference (2069) truncated density (1) metropolis-adjusted langevin (3) non-negative datum (2) kernel methods (1097)

Papers

Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization AAAI 2024
Provable benefits of annealing for estimating normalizing constants: Importance Sampling, Noise-Contrastive Estimation, and beyond NIPS 2023
Squared Neural Families: A New Class of Tractable Density Models NIPS 2023
Estimating Density Models with Truncation Boundaries using Score Matching JMLR 2022
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants NIPS 2022
NEO: Non Equilibrium Sampling on the Orbits of a Deterministic Transform NIPS 2021
Annealed Flow Transport Monte Carlo ICML 2021
On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes ICML 2020
Autoregressive Energy Machines ICML 2019
Resampled Priors for Variational Autoencoders AISTATS 2019
Generalized Score Matching for Non-Negative Data JMLR 2019