Characteristic Circuits

Characteristic Circuits

12 December 2023

Kristian Kersting

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Papers citing "Characteristic Circuits"

11 / 11 papers shown

Title
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)? Lorenzo Loconte Antonio Mari G. Gala Robert Peharz Cassio de Campos Erik Quaeghebeur G. Vessio Antonio Vergari 98 12 0 12 Sep 2024
On the Relationship Between Monotone and Squared Probabilistic Circuits Benjie Wang Guy Van den Broeck TPM 104 7 0 01 Aug 2024
Certifying Fairness of Probabilistic Circuits Nikil Selvam Guy Van den Broeck YooJung Choi FaML TPM 47 6 0 05 Dec 2022
Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models Matej Zečević Devendra Singh Dhami Athresh Karanam S. Natarajan Kristian Kersting CML TPM 87 33 0 20 Feb 2021
Probabilistic Circuits for Variational Inference in Discrete Graphical Models Andy Shih Stefano Ermon TPM 53 22 0 22 Oct 2020
Deep Structured Mixtures of Gaussian Processes Martin Trapp Robert Peharz Franz Pernkopf C. Rasmussen GP TPM 49 33 0 10 Oct 2019
A Characteristic Function Approach to Deep Implicit Generative Modeling Abdul Fatir Ansari Jonathan Scarlett Harold Soh VLM GAN 47 40 0 16 Sep 2019
Bayesian Learning of Sum-Product Networks Martin Trapp Robert Peharz Hong Ge Franz Pernkopf Zoubin Ghahramani TPM 71 51 0 26 May 2019
Fast Two-Sample Testing with Analytic Representations of Probability Measures Kacper P. Chwialkowski Aaditya Ramdas Dino Sejdinovic Arthur Gretton 76 155 0 15 Jun 2015
The Randomized Dependence Coefficient David Lopez-Paz Philipp Hennig Bernhard Schölkopf 115 191 0 29 Apr 2013
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 217 747 0 30 Jul 2009