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The Randomized Causation Coefficient

The Randomized Causation Coefficient

Journal of machine learning research (JMLR), 2014
15 September 2014
David Lopez-Paz
Krikamol Muandet
Benjamin Recht
    OODCML
ArXiv (abs)PDFHTML

Papers citing "The Randomized Causation Coefficient"

10 / 10 papers shown
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Jiaru Zhang
Rui Ding
Qiang Fu
Bojun Huang
Zizhen Deng
Yang Hua
Haibing Guan
Shi Han
Dongmei Zhang
CML
227
0
0
15 Feb 2025
Graph Structure Inference with BAM: Introducing the Bilinear Attention
  Mechanism
Graph Structure Inference with BAM: Introducing the Bilinear Attention Mechanism
Philipp Froehlich
Heinz Koeppl
GNN
328
2
0
12 Feb 2024
ML4C: Seeing Causality Through Latent Vicinity
ML4C: Seeing Causality Through Latent Vicinity
Haoyue Dai
Rui Ding
Yuanyuan Jiang
Shi Han
Dongmei Zhang
OOD
352
16
0
01 Oct 2021
Meta Learning for Causal Direction
Meta Learning for Causal Direction
Jean-François Ton
Dino Sejdinovic
Kenji Fukumizu
CMLOOD
175
26
0
06 Jul 2020
Supervised Whole DAG Causal Discovery
Supervised Whole DAG Causal Discovery
Hebi Li
Qi Xiao
Jin Tian
CML
222
24
0
08 Jun 2020
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints
FlexServe: Deployment of PyTorch Models as Flexible REST EndpointsUSENIX Conference on Operational Machine Learning (UOML), 2020
E. Verenich
Alvaro Velasquez
M. G. Sarwar Murshed
Faraz Hussain
176
0
0
29 Feb 2020
Understanding Human Judgments of Causality
Understanding Human Judgments of Causality
Masahiro Kazama
Yoshihiko Suhara
A. Bogomolov
Alex Pentland
CML
156
0
0
19 Dec 2019
Kernel method for persistence diagrams via kernel embedding and weight
  factor
Kernel method for persistence diagrams via kernel embedding and weight factorJournal of machine learning research (JMLR), 2017
G. Kusano
Kenji Fukumizu
Y. Hiraoka
172
93
0
12 Jun 2017
Entropic Causal Inference
Entropic Causal Inference
Murat Kocaoglu
A. Dimakis
S. Vishwanath
B. Hassibi
CML
268
81
0
12 Nov 2016
Discovering Causal Signals in Images
Discovering Causal Signals in Images
David Lopez-Paz
Robert Nishihara
Soumith Chintala
Bernhard Schölkopf
Léon Bottou
CML
221
250
0
26 May 2016
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