Using Large Ensembles of Control Variates for Variational Inference

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Using Large Ensembles of Control Variates for Variational Inference

30 October 2018

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

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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 69 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