Sum-Product Networks: A New Deep Architecture

14 February 2012

Papers citing "Sum-Product Networks: A New Deep Architecture"

9 / 9 papers shown

Title
Optimal Transport for Probabilistic Circuits Adrian Ciotinga YooJung Choi TPM OT 71 0 0 16 Oct 2024
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 60 10 0 12 Sep 2024
On the Relationship Between Monotone and Squared Probabilistic Circuits Benjie Wang Guy Van den Broeck TPM 80 5 0 01 Aug 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits G. Gala Cassio de Campos Antonio Vergari Erik Quaeghebeur TPM 78 4 0 10 Jun 2024
Privacy-Enhanced Database Synthesis for Benchmark Publishing (Technical Report) Yongrui Zhong Yunqing Ge Jianbin Qin Yongrui Zhong Bo Tang Yu-Xuan Qiu Rui Mao Ye Yuan Makoto Onizuka Chuan Xiao 51 1 0 02 May 2024
Generating Likely Counterfactuals Using Sum-Product Networks Jiri Nemecek Tomás Pevný Georgios Korpas TPM 81 0 0 25 Jan 2024
A Tractable Inference Perspective of Offline RL Xuejie Liu Hoang Trung-Dung Guy Van den Broeck Yitao Liang OffRL 80 1 0 31 Oct 2023
Benefits of depth in neural networks Matus Telgarsky 288 605 0 14 Feb 2016
Learning the Structure of Deep Sparse Graphical Models Ryan P. Adams Hanna M. Wallach Zoubin Ghahramani 179 87 0 31 Dec 2009