Lost Relatives of the Gumbel Trick

Lost Relatives of the Gumbel Trick

13 June 2017

Nilesh Tripuraneni

Zoubin Ghahramani

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Papers citing "Lost Relatives of the Gumbel Trick"

17 / 17 papers shown

Title
Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions J. Q. Toledo-Marín Sebastian Gonzalez Hao Jia Ian Lu Deniz Sogutlu ... Eric Paquet R. Melko Geoffrey C. Fox M. Swiatlowski W. Fedorko AI4CE 75 1 0 30 Oct 2024
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence Sangwoo Shin H. Hino 78 0 0 02 Aug 2024
Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration With Provable Guarantees Jinzhao Li Nan Jiang Yexiang Xue 58 1 0 16 Sep 2023
How Bad is Top- $K$ Recommendation under Competing Content Creators? Fan Yao Chuanhao Li Denis Nekipelov Hongning Wang Haifeng Xu 95 27 0 03 Feb 2023
Differentially Private Top-k Selection via Canonical Lipschitz Mechanism Michael Shekelyan Grigorios Loukides 61 4 0 31 Jan 2022
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective Ruixiang Zhang Masanori Koyama Katsuhiko Ishiguro CML 31 6 0 21 Jul 2020
Federating Recommendations Using Differentially Private Prototypes Mónica Ribero Jette Henderson Sinead Williamson H. Vikalo FedML 49 39 0 01 Mar 2020
Learning with Differentiable Perturbed Optimizers Quentin Berthet Mathieu Blondel O. Teboul Marco Cuturi Jean-Philippe Vert Francis R. Bach 94 109 0 20 Feb 2020
Black-Box Optimization with Local Generative Surrogates S. Shirobokov V. Belavin Michael Kagan Andrey Ustyuzhanin A. G. Baydin 40 3 0 11 Feb 2020
Adversarial Filters of Dataset Biases Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 144 223 0 10 Feb 2020
Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax Andres Potapczynski Gabriel Loaiza-Ganem John P. Cunningham 105 30 0 19 Dec 2019
Stochastic Optimization of Sorting Networks via Continuous Relaxations Aditya Grover Eric Wang Aaron Zweig Stefano Ermon 88 174 0 21 Mar 2019
Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement W. Kool H. V. Hoof Max Welling 131 220 0 14 Mar 2019
Learning Latent Permutations with Gumbel-Sinkhorn Networks Gonzalo E. Mena David Belanger Scott W. Linderman Jasper Snoek 112 272 0 23 Feb 2018
Approximate Inference via Weighted Rademacher Complexity Jonathan Kuck Ashish Sabharwal Stefano Ermon 62 7 0 27 Jan 2018
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference Scott W. Linderman Gonzalo E. Mena H. Cooper Liam Paninski John P. Cunningham 77 51 0 26 Oct 2017
High Dimensional Inference with Random Maximum A-Posteriori Perturbations Tamir Hazan Francesco Orabona Anand D. Sarwate Subhransu Maji Tommi Jaakkola 75 7 0 10 Feb 2016