Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Discussion of `Multiscale Fisher's Independence Test for Multivariate Dependence'



Antonin Schrab , Wittawat Jitkrittum , Zoltán Szabó , Dino Sejdinovic , Arthur Gretton

* 8 pages 

   Access Paper or Ask Questions

Efficient Aggregated Kernel Tests using Incomplete $U$-statistics



Antonin Schrab , Ilmun Kim , Benjamin Guedj , Arthur Gretton

* 31 pages 

   Access Paper or Ask Questions

Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach



Yuchen Zhu , Limor Gultchin , Arthur Gretton , Matt Kusner , Ricardo Silva

* UAI 2022 (Oral) 

   Access Paper or Ask Questions

Deep Layer-wise Networks Have Closed-Form Weights



Chieh Wu , Aria Masoomi , Arthur Gretton , Jennifer Dy

* AIStats 2022 
* Since this version is similar to an older version, I should have updated the older version instead of creating a new version. I will now retract this version, and update a previous version to this. See arXiv:2006.08539 

   Access Paper or Ask Questions

Importance Weighting Approach in Kernel Bayes' Rule



Liyuan Xu , Yutian Chen , Arnaud Doucet , Arthur Gretton


   Access Paper or Ask Questions

KSD Aggregated Goodness-of-fit Test



Antonin Schrab , Benjamin Guedj , Arthur Gretton

* 9 pages 

   Access Paper or Ask Questions

Composite Goodness-of-fit Tests with Kernels



Oscar Key , Tamara Fernandez , Arthur Gretton , François-Xavier Briol


   Access Paper or Ask Questions

Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects



Rahul Singh , Liyuan Xu , Arthur Gretton

* 66 pages. Material in this draft previously appeared in a working paper presented at the 2020 NeurIPS Workshop on ML for Economic Policy (arXiv:2010.04855v1). We have divided the original working paper (arXiv:2010.04855v1) into two projects: one paper focusing on static settings (arXiv:2010.04855) and this paper focusing on dynamic settings 

   Access Paper or Ask Questions

MMD Aggregated Two-Sample Test



Antonin Schrab , Ilmun Kim , MĂ©lisande Albert , BĂ©atrice Laurent , Benjamin Guedj , Arthur Gretton

* 71 pages 

   Access Paper or Ask Questions

KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support



Pierre Glaser , Michael Arbel , Arthur Gretton


   Access Paper or Ask Questions

1
2
3
4
5
6
7
>>