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Gradient Estimation with Discrete Stein Operators

Gradient Estimation with Discrete Stein Operators

19 February 2022
Jiaxin Shi
Yuhao Zhou
Jessica Hwang
Michalis K. Titsias
Lester W. Mackey
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Papers citing "Gradient Estimation with Discrete Stein Operators"

7 / 7 papers shown
Title
Secrets of GFlowNets' Learning Behavior: A Theoretical Study
Secrets of GFlowNets' Learning Behavior: A Theoretical Study
Tianshu Yu
14
0
0
04 May 2025
Simplified and Generalized Masked Diffusion for Discrete Data
Simplified and Generalized Masked Diffusion for Discrete Data
Jiaxin Shi
Kehang Han
Z. Wang
Arnaud Doucet
Michalis K. Titsias
DiffM
74
62
0
17 Jan 2025
Informed Correctors for Discrete Diffusion Models
Informed Correctors for Discrete Diffusion Models
Yixiu Zhao
Jiaxin Shi
Lester W. Mackey
Scott W. Linderman
Lester Mackey
Scott Linderman
42
9
0
30 Jul 2024
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
Longrong Yang
Dong Shen
Chaoxiang Cai
Fan Yang
Size Li
Di Zhang
Xi Li
MoE
41
2
0
28 Jun 2024
Bridging Discrete and Backpropagation: Straight-Through and Beyond
Bridging Discrete and Backpropagation: Straight-Through and Beyond
Liyuan Liu
Chengyu Dong
Xiaodong Liu
Bin-Xia Yu
Jianfeng Gao
BDL
18
20
0
17 Apr 2023
A kernel Stein test of goodness of fit for sequential models
A kernel Stein test of goodness of fit for sequential models
Jerome Baum
Heishiro Kanagawa
A. Gretton
16
9
0
19 Oct 2022
VarGrad: A Low-Variance Gradient Estimator for Variational Inference
VarGrad: A Low-Variance Gradient Estimator for Variational Inference
Lorenz Richter
Ayman Boustati
Nikolas Nusken
Francisco J. R. Ruiz
Ömer Deniz Akyildiz
DRL
127
48
0
20 Oct 2020
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