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Ashkan Soleymani

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Doubly Robust Structure Identification from Temporal Data

Nov 10, 2023
Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer

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DRCFS: Doubly Robust Causal Feature Selection

Jul 05, 2023
Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer

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Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database

Apr 20, 2022
Arash Mehrjou, Ashkan Soleymani, Annika Buchholz, Jürgen Hetzel, Patrick Schwab, Stefan Bauer

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Physical Derivatives: Computing policy gradients by physical forward-propagation

Jan 15, 2022
Arash Mehrjou, Ashkan Soleymani, Stefan Bauer, Bernhard Schölkopf

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GeneDisco: A Benchmark for Experimental Design in Drug Discovery

Oct 22, 2021
Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab

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Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases

Mar 24, 2021
Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Bernhard Schölkopf, Stefan Bauer

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Causal Feature Selection via Orthogonal Search

Jul 06, 2020
Anant Raj, Stefan Bauer, Ashkan Soleymani, Michel Besserve, Bernhard Schölkopf

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