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1507.02284
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The Information Sieve
International Conference on Machine Learning (ICML), 2015
8 July 2015
Greg Ver Steeg
Aram Galstyan
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Papers citing
"The Information Sieve"
11 / 11 papers shown
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective
Ruixiang Zhang
Masanori Koyama
Katsuhiko Ishiguro
CML
272
7
0
21 Jul 2020
The Design of Global Correlation Quantifiers and Continuous Notions of Statistical Sufficiency
Nicholas Carrara
Kevin Vanslette
444
5
0
10 Jul 2019
Understanding Behavior of Clinical Models under Domain Shifts
Jayaraman J. Thiagarajan
Deepta Rajan
P. Sattigeri
OOD
AI4CE
271
3
0
20 Sep 2018
Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional
Shujian Yu
L. S. Giraldo
Robert Jenssen
José C. Príncipe
340
32
0
23 Aug 2018
Unsupervised Learning via Total Correlation Explanation
Greg Ver Steeg
SSL
DRL
LRM
211
19
0
27 Jun 2017
Fast structure learning with modular regularization
Greg Ver Steeg
Hrayr Harutyunyan
Daniel Moyer
Aram Galstyan
385
6
0
11 Jun 2017
Nonparanormal Information Estimation
International Conference on Machine Learning (ICML), 2017
Shashank Singh
Barnabás Póczós
357
21
0
24 Feb 2017
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation
Weihao Gao
Sewoong Oh
Pramod Viswanath
217
33
0
07 Sep 2016
Sifting Common Information from Many Variables
International Joint Conference on Artificial Intelligence (IJCAI), 2016
Greg Ver Steeg
Shuyang Gao
Kyle Reing
Aram Galstyan
365
8
0
07 Jun 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators
Weihao Gao
Sewoong Oh
Pramod Viswanath
273
150
0
11 Apr 2016
PCANet: An energy perspective
Jiasong Wu
Shijie Qiu
Youyong Kong
Longyu Jiang
L. Senhadji
H. Shu
261
19
0
03 Mar 2016
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