An Analysis of the Adaptation Speed of Causal Models

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An Analysis of the Adaptation Speed of Causal Models

18 May 2020

Reza Babanezhad Harikandeh

Simon Lacoste-Julien

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Papers citing "An Analysis of the Adaptation Speed of Causal Models"

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Title
Adaptation Speed Analysis for Fairness-aware Causal Models Yujie Lin Chen Zhao Minglai Shao Xujiang Zhao Haifeng Chen 40 5 0 31 Aug 2023
Modularity Trumps Invariance for Compositional Robustness I. Mason Anirban Sarkar Tomotake Sasaki Xavier Boix OOD 86 1 0 15 Jun 2023
On the Generalization and Adaption Performance of Causal Models Nino Scherrer Anirudh Goyal Stefan Bauer Yoshua Bengio Nan Rosemary Ke CML OOD BDL TTA 85 8 0 09 Jun 2022
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models Jorg Frohberg Frank Binder SLR 126 30 0 22 Dec 2021
Convergence Rates for the MAP of an Exponential Family and Stochastic Mirror Descent -- an Open Problem Rémi Le Priol Frederik Kunstner Damien Scieur Simon Lacoste-Julien 30 1 0 12 Nov 2021
Prequential MDL for Causal Structure Learning with Neural Networks J. Bornschein Silvia Chiappa Alan Malek Rosemary Nan Ke CML 59 2 0 02 Jul 2021
Can Subnetwork Structure be the Key to Out-of-Distribution Generalization? Dinghuai Zhang Kartik Ahuja Yilun Xu Yisen Wang Aaron Courville OOD 97 96 0 05 Jun 2021
Towards Causal Representation Learning Bernhard Schölkopf Francesco Locatello Stefan Bauer Nan Rosemary Ke Nal Kalchbrenner Anirudh Goyal Yoshua Bengio OOD CML AI4CE 155 322 0 22 Feb 2021
Inductive Biases for Deep Learning of Higher-Level Cognition Anirudh Goyal Yoshua Bengio AI4CE 114 366 0 30 Nov 2020