PSD Representations for Effective Probability Models

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PSD Representations for Effective Probability Models

30 June 2021

Alessandro Rudi

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Papers citing "PSD Representations for Effective Probability Models"

15 / 15 papers shown

Title
Sum of Squares Circuits Lorenzo Loconte Stefan Mengel Antonio Vergari TPM 115 9 0 21 Aug 2024
On the Relationship Between Monotone and Squared Probabilistic Circuits Benjie Wang Guy Van den Broeck TPM 87 7 0 01 Aug 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 283 30,103 0 01 Mar 2022
Sampling from Arbitrary Functions via PSD Models Ulysse Marteau-Ferey Francis R. Bach Alessandro Rudi 67 10 0 20 Oct 2021
Finding Global Minima via Kernel Approximations Alessandro Rudi Ulysse Marteau-Ferey Francis R. Bach 43 34 0 22 Dec 2020
A Statistical Perspective on Coreset Density Estimation Paxton Turner Jingbo Liu Philippe Rigollet 53 10 0 10 Nov 2020
Non-parametric Models for Non-negative Functions Ulysse Marteau-Ferey Francis R. Bach Alessandro Rudi 49 52 0 08 Jul 2020
Interpolation and Learning with Scale Dependent Kernels Nicolò Pagliana Alessandro Rudi Ernesto De Vito Lorenzo Rosasco 74 8 0 17 Jun 2020
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings C. Ciliberto Lorenzo Rosasco Alessandro Rudi 156 51 0 13 Feb 2020
Massively scalable Sinkhorn distances via the Nyström method Jason M. Altschuler Francis R. Bach Alessandro Rudi Jonathan Niles-Weed 48 111 0 12 Dec 2018
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 106 6 0 31 May 2016
Generalization Properties of Learning with Random Features Alessandro Rudi Lorenzo Rosasco MLT 68 331 0 14 Feb 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Density Estimation in Infinite Dimensional Exponential Families Bharath K. Sriperumbudur Kenji Fukumizu Arthur Gretton Aapo Hyvarinen Revant Kumar 63 128 0 12 Dec 2013
On adaptive minimax density estimation on $R^d$ A. Goldenshluger O. Lepski 109 109 0 05 Oct 2012