Ashkan Soleymani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Feature Selection

Causal Networks

Top Venues

PLoS Comput. Biol.

Publications

Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
Learning Decision Policies with Instrumental Variables through Double Machine Learning. CoRR (2024)
Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka, Patrick Jaillet
A Universal Class of Sharpness-Aware Minimization Algorithms. CoRR (2024)
Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
DRCFS: Doubly Robust Causal Feature Selection. ICML (2023)
Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Samir Bhatt, Bernhard Schölkopf, Stefan Bauer
Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases. PLoS Comput. Biol. 19 (1) (2023)
Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer
Doubly Robust Structure Identification from Temporal Data. CoRR (2023)
Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
DRCFS: Doubly Robust Causal Feature Selection. CoRR (2023)
Ashkan Soleymani, Anant Raj, Stefan Bauer, Bernhard Schölkopf, Michel Besserve
Causal Feature Selection via Orthogonal Search. Trans. Mach. Learn. Res. 2022 (2022)
Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab
GeneDisco: A Benchmark for Experimental Design in Drug Discovery. ICLR (2022)
Arash Mehrjou, Ashkan Soleymani, Annika Buchholz, Jürgen Hetzel, Patrick Schwab, Stefan Bauer
Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database. CoRR (2022)
Arash Mehrjou, Ashkan Soleymani, Stefan Bauer, Bernhard Schölkopf
Physical Derivatives: Computing policy gradients by physical forward-propagation. CoRR (2022)
Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab
GeneDisco: A Benchmark for Experimental Design in Drug Discovery. CoRR (2021)
Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Bernhard Schölkopf, Stefan Bauer
Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases. CoRR (2021)
Anant Raj, Stefan Bauer, Ashkan Soleymani, Michel Besserve, Bernhard Schölkopf
Causal Feature Selection via Orthogonal Search. CoRR (2020)