Using Large Ensembles of Control Variates for Variational Inference

v1v2 (latest)

Using Large Ensembles of Control Variates for Variational Inference

30 October 2018

ArXiv (abs)PDF HTML

Papers citing "Using Large Ensembles of Control Variates for Variational Inference"

14 / 14 papers shown

Title
Discrete Neural Flow Samplers with Locally Equivariant Transformer Zijing Ou Ruixiang Zhang Yingzhen Li 79 0 0 23 May 2025
Better Estimation of the KL Divergence Between Language Models Afra Amini Tim Vieira Ryan Cotterell 122 0 0 14 Apr 2025
Accelerating Unbiased LLM Evaluation via Synthetic Feedback Zhaoyi Zhou Yuda Song Andrea Zanette ALM 160 0 0 14 Feb 2025
Neural Flow Samplers with Shortcut Models Wuhao Chen Zijing Ou Yingzhen Li 242 2 0 11 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yue Yang Xiao Lin Zhipeng Zhao SSL 160 10 0 28 Jan 2025
Sample Average Approximation for Black-Box VI Javier Burroni Justin Domke Daniel Sheldon 67 4 0 13 Apr 2023
Quantized Variational Inference Amir Dib 31 1 0 04 Nov 2020
Variational Inference with Vine Copulas: An efficient Approach for Bayesian Computer Model Calibration Vojtech Kejzlar T. Maiti 56 6 0 28 Mar 2020
Amortized variance reduction for doubly stochastic objectives Ayman Boustati Sattar Vakili J. Hensman S. T. John 57 5 0 09 Mar 2020
A Rule for Gradient Estimator Selection, with an Application to Variational Inference Tomas Geffner Justin Domke 66 6 0 05 Nov 2019
Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation Justin Domke Daniel Sheldon 182 18 0 24 Jun 2019
Provable Gradient Variance Guarantees for Black-Box Variational Inference Justin Domke DRL 59 23 0 19 Jun 2019
Reinforcement Learning When All Actions are Not Always Available Yash Chandak Georgios Theocharous Blossom Metevier Philip S. Thomas 42 7 0 05 Jun 2019
New Tricks for Estimating Gradients of Expectations Christian J. Walder Paul Roussel Richard Nock Cheng Soon Ong Masashi Sugiyama 35 4 0 31 Jan 2019