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Arash Mehrjou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

11

Venues

4

Active years

2018–2025

Best venue rank

A*

Where they publish

Papers

11 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRDeriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm.Mathieu Chevalley, Patrick Schwab, Arash Mehrjou
2023ICMLDiscoBAX: Discovery of optimal intervention sets in genomic experiment design.Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab
2023ICMLDiffusion Based Representation Learning.Sarthak Mittal, Korbinian Abstreiter, Stefan Bauer, Bernhard Schlkopf, Arash Mehrjou
2022AISTATSGalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL.Sumedh A. Sontakke, Stephen Iota, Zizhao Hu, Arash Mehrjou, Laurent Itti, Bernhard Schlkopf
2022ICLRGeneDisco: A Benchmark for Experimental Design in Drug Discovery.Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab
2021ICMLCausal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning.Sumedh A. Sontakke, Arash Mehrjou, Laurent Itti, Bernhard Schlkopf
2020ICLRCounterfactuals uncover the modular structure of deep generative models.Michel Besserve, Arash Mehrjou, Rmy Sun, Bernhard Schlkopf
2019UAIThe Incomplete Rosetta Stone problem: Identifiability results for Multi-view Nonlinear ICA.Luigi Gresele, Paul K. Rubenstein, Arash Mehrjou, Francesco Locatello, Bernhard Schlkopf
2018ICLRFidelity-Weighted Learning.Mostafa Dehghani, Arash Mehrjou, Stephan Gouws, Jaap Kamps, Bernhard Schlkopf
2018ICLRTempered Adversarial Networks.Mehdi S. M. Sajjadi, Giambattista Parascandolo, Arash Mehrjou, Bernhard Schlkopf
2018ICMLTempered Adversarial Networks.Mehdi S. M. Sajjadi, Giambattista Parascandolo, Arash Mehrjou, Bernhard Schlkopf