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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning

Oct 07, 2020
Sumedh A. Sontakke, Arash Mehrjou, Laurent Itti, Bernhard Schölkopf

  Access Paper or Ask Questions

Real-time Prediction of COVID-19 related Mortality using Electronic Health Records

Aug 31, 2020
Patrick Schwab, Arash Mehrjou, Sonali Parbhoo, Leo Anthony Celi, Jürgen Hetzel, Markus Hofer, Bernhard Schölkopf, Stefan Bauer

  Access Paper or Ask Questions

Learning Dynamical Systems using Local Stability Priors

Aug 23, 2020
Arash Mehrjou, Andrea Iannelli, Bernhard Schölkopf

  Access Paper or Ask Questions

Automatic Policy Synthesis to Improve the Safety of Nonlinear Dynamical Systems

Jun 06, 2020
Arash Mehrjou, Mohammad Ghavamzadeh, Bernhard Schölkopf

* 24 pages 

  Access Paper or Ask Questions

Kernel-Guided Training of Implicit Generative Models with Stability Guarantees

Nov 03, 2019
Arash Mehrjou, Wittawat Jitkrittum, Krikamol Muandet, Bernhard Schölkopf

* There was a misunderstanding in how an article should be updated on arXiv. We have withdrawn this article from this link. The same article can be found at arXiv:1901.09206 

  Access Paper or Ask Questions

Dual IV: A Single Stage Instrumental Variable Regression

Oct 27, 2019
Krikamol Muandet, Arash Mehrjou, Si Kai Lee, Anant Raj

  Access Paper or Ask Questions

The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA

May 16, 2019
Luigi Gresele, Paul K. Rubenstein, Arash Mehrjou, Francesco Locatello, Bernhard Schölkopf

  Access Paper or Ask Questions

Witnessing Adversarial Training in Reproducing Kernel Hilbert Spaces

Jan 26, 2019
Arash Mehrjou, Wittawat Jitkrittum, Bernhard Schölkopf, Krikamol Muandet

  Access Paper or Ask Questions

Deep Nonlinear Non-Gaussian Filtering for Dynamical Systems

Nov 14, 2018
Arash Mehrjou, Bernhard Schölkopf

  Access Paper or Ask Questions

Tempered Adversarial Networks

Jul 11, 2018
Mehdi S. M. Sajjadi, Giambattista Parascandolo, Arash Mehrjou, Bernhard Schölkopf

* accepted to ICML 2018 

  Access Paper or Ask Questions

A Local Information Criterion for Dynamical Systems

May 27, 2018
Arash Mehrjou, Friedrich Solowjow, Sebastian Trimpe, Bernhard Schölkopf

  Access Paper or Ask Questions

Fidelity-Weighted Learning

May 23, 2018
Mostafa Dehghani, Arash Mehrjou, Stephan Gouws, Jaap Kamps, Bernhard Schölkopf

* Published as a conference paper at ICLR 2018 

  Access Paper or Ask Questions

Distribution Aware Active Learning

May 23, 2018
Arash Mehrjou, Mehran Khodabandeh, Greg Mori

  Access Paper or Ask Questions

Deep Energy Estimator Networks

May 21, 2018
Saeed Saremi, Arash Mehrjou, Bernhard Schölkopf, Aapo Hyvärinen

  Access Paper or Ask Questions

Analysis of Nonautonomous Adversarial Systems

Mar 13, 2018
Arash Mehrjou

* 5 pages 

  Access Paper or Ask Questions

Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry

Aug 17, 2017
Arash Mehrjou

* 22 pages, 8 Figures 

  Access Paper or Ask Questions

Annealed Generative Adversarial Networks

May 21, 2017
Arash Mehrjou, Bernhard Schölkopf, Saeed Saremi

* 9 pages, 6 figures 

  Access Paper or Ask Questions