Conditional independence testing under misspecified inductive biases

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Conditional independence testing under misspecified inductive biases

5 July 2023

Felipe Maia Polo

Moulinath Banerjee

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Papers citing "Conditional independence testing under misspecified inductive biases"

7 / 7 papers shown

Title
A unified framework for dataset shift diagnostics Felipe Maia Polo Rafael Izbicki Evanildo G. Lacerda J. Ibieta-Jimenez R. Vicente 36 14 0 17 May 2022
An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings M. Scetbon Laurent Meunier Yaniv Romano 45 11 0 28 Oct 2021
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander DÁmour Katherine A. Heller D. Moldovan Ben Adlam B. Alipanahi ... Kellie Webster Steve Yadlowsky T. Yun Xiaohua Zhai D. Sculley OffRL 136 688 0 06 Nov 2020
Minimax Optimal Conditional Independence Testing Matey Neykov Sivaraman Balakrishnan Larry A. Wasserman 56 44 0 09 Jan 2020
Conditional Independence Testing using Generative Adversarial Networks Alexis Bellot M. Schaar CML GAN 78 51 0 09 Jul 2019
Causal Discovery with Continuous Additive Noise Models Jonas Peters Joris Mooij Dominik Janzing Bernhard Schölkopf CML 116 576 0 26 Sep 2013
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 109 632 0 14 Feb 2012

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