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Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version)
13 November 2015
Mazen Melibari
Pascal Poupart
Prashant Doshi
George Trimponias
TPM
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Papers citing
"Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version)"
9 / 9 papers shown
Causal Learning in Biomedical Applications
Petr Rysavý
Xiaoyu He
Georgios Korpas
CML
316
0
0
21 Jun 2024
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes
Adam Dejl
Harsh Deep
Jonathan Fei
A. Saeedi
Li-wei H. Lehman
TPM
149
1
0
14 Nov 2022
Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression
Zhongjie Yu
M. Zhu
Martin Trapp
Arseny Skryagin
Kristian Kersting
UQCV
TPM
114
15
0
16 Jun 2021
RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting
Nils Thoma
Zhongjie Yu
Fabrizio G. Ventola
Kristian Kersting
UQCV
TPM
AI4TS
122
5
0
08 Jun 2021
Factor Graph Grammars
David Chiang
Darcey Riley
LRM
184
11
0
22 Oct 2020
Recurrent Sum-Product-Max Networks for Decision Making in Perfectly-Observed Environments
H. Tatavarti
Prashant Doshi
Layton Hayes
TPM
85
2
0
12 Jun 2020
Sum-product networks: A survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
I. París
Raquel Sánchez-Cauce
F. Díez
TPM
201
49
0
02 Apr 2020
Leveraging Product as an Activation Function in Deep Networks
Luke B. Godfrey
Michael S. Gashler
52
0
0
19 Oct 2018
Online Structure Learning for Sum-Product Networks with Gaussian Leaves
International Conference on Learning Representations (ICLR), 2017
W. Hsu
Agastya Kalra
Pascal Poupart
TPM
203
29
0
19 Jan 2017
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