Ashkan Soleymani
Ashkan Soleymani
PhD student at EECS MIT
Verified email at - Homepage
Cited by
Cited by
GeneDisco: A Benchmark for Experimental Design in Drug Discovery
A Mehrjou, A Soleymani, A Jesson, P Notin, Y Gal, S Bauer, P Schwab
International Conference on Learning Representations 2022 (ICLR), 2021
Causal feature selection via orthogonal search
A Soleymani*, A Raj*, S Bauer, B Schölkopf, M Besserve
Transactions on Machine Learning Research 2022 (TMLR), 2022
DRCFS: Doubly Robust Causal Feature Selection
F Quinzan*, A Soleymani*, P Jaillet, CR Rojas, S Bauer
International Conference on Machine Learning 2023 (ICML), 2023
Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database
A Mehrjou*, A Soleymani*, A Buchholz, J Hetzel, P Schwab, S Bauer
arXiv preprint arXiv:2204.09328, 2022
Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases
A Mehrjou*, A Soleymani*, A Abyaneh, B Schölkopf, S Bauer
PLoS Comput Biol 19(1): e1010799, 2023
Doubly Robust Structure Identification from Temporal Data
E Angelis, F Quinzan, A Soleymani, P Jaillet, S Bauer
arXiv preprint arXiv:2311.06012, 2023
On Scale-Invariant Sharpness Measures
B Tahmasebi, A Soleymani, S Jegelka, P Jaillet
NeurIPS 2023 Workshop on Mathematics of Modern Machine Learning, 2023
Physical Derivatives: Computing policy gradients by physical forward-propagation
A Mehrjou, A Soleymani, S Bauer, B Schölkopf
arXiv preprint arXiv:2201.05830, 2022
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