Entropic Causal Inference

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Entropic Causal Inference

12 November 2016

Murat Kocaoglu

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Papers citing "Entropic Causal Inference"

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Title
Shifting-Merging: Secure, High-Capacity and Efficient Steganography via Large Language Models Minhao Bai Jinshuai Yang Kaiyi Pang Yongfeng Huang Yue Gao 107 1 0 03 Jan 2025
Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model Mário A. T. Figueiredo Catarina A. Oliveira CML 64 1 0 14 Mar 2023
Perfectly Secure Steganography Using Minimum Entropy Coupling Christian Schroeder de Witt Samuel Sokota J. Zico Kolter Jakob N. Foerster Martin Strohmeier 122 37 0 24 Oct 2022
On the Identifiability and Estimation of Causal Location-Scale Noise Models Alexander Immer Christoph Schultheiss Julia E. Vogt Bernhard Schölkopf Peter Buhlmann Alexander Marx CML 110 36 0 13 Oct 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 122 47 0 02 Jun 2022
Do learned representations respect causal relationships? Lan Wang Vishnu Boddeti NAI CML OOD 93 6 0 02 Apr 2022
Unicorn: Reasoning about Configurable System Performance through the lens of Causality Md Shahriar Iqbal R. Krishna Mohammad Ali Javidian Baishakhi Ray Pooyan Jamshidi LRM 75 31 0 20 Jan 2022
Efficient Bayesian network structure learning via local Markov boundary search Ming Gao Bryon Aragam 144 17 0 12 Oct 2021
Obtaining Causal Information by Merging Datasets with MAXENT Sergio Hernan Garrido Mejia Elke Kirschbaum Dominik Janzing CML 123 10 0 15 Jul 2021
Entropic Causal Inference: Identifiability and Finite Sample Results Spencer Compton Murat Kocaoglu Kristjan Greenewald Dmitriy A. Katz CML 75 17 0 10 Jan 2021
The Minimum Description Length Principle for Pattern Mining: A Survey E. Galbrun AI4TS 80 24 0 28 Jul 2020
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models Michael Oberst David Sontag CML OffRL 83 174 0 14 May 2019
We Are Not Your Real Parents: Telling Causal from Confounded using MDL David Kaltenpoth Jilles Vreeken CML 114 22 0 21 Jan 2019
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training Murat Kocaoglu Christopher Snyder A. Dimakis S. Vishwanath GAN OOD 119 257 0 06 Sep 2017
Cost-Optimal Learning of Causal Graphs Murat Kocaoglu A. Dimakis S. Vishwanath CML 137 68 0 08 Mar 2017
Interaction Information for Causal Inference: The Case of Directed Triangle AmirEmad Ghassami Negar Kiyavash 73 23 0 30 Jan 2017
Entropic Causality and Greedy Minimum Entropy Coupling Murat Kocaoglu A. Dimakis S. Vishwanath B. Hassibi 45 17 0 28 Jan 2017