Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases von Mehrjou, Arash, Soleymani, Ashkan, Abyaneh, Amin, Bhatt, Samir, Schölkopf, Bernhard, Bauer, Stefan

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A Universal Class of Sharpness-Aware Minimization Algorithms von Tahmasebi, Behrooz, Soleymani, Ashkan, Bahri, Dara, Jegelka, Stefanie, Jaillet, Patrick

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Learning Decision Policies with Instrumental Variables through Double Machine Learning von Shao, Daqian, Soleymani, Ashkan, Quinzan, Francesco, Kwiatkowska, Marta

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Doubly Robust Structure Identification from Temporal Data von Angelis, Emmanouil, Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Bauer, Stefan

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Physical Derivatives: Computing policy gradients by physical forward-propagation von Mehrjou, Arash, Soleymani, Ashkan, Bauer, Stefan, Schölkopf, Bernhard

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DRCFS: Doubly Robust Causal Feature Selection von Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Rojas, Cristian R, Bauer, Stefan

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Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database von Mehrjou, Arash, Soleymani, Ashkan, Buchholz, Annika, Hetzel, Jürgen, Schwab, Patrick, Bauer, Stefan

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Causal Feature Selection via Orthogonal Search von Soleymani, Ashkan, Raj, Anant, Bauer, Stefan, Schölkopf, Bernhard, Besserve, Michel

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Learning Decision Policies with Instrumental Variables through Double Machine Learning von Shao, Daqian, Soleymani, Ashkan, Quinzan, Francesco, Kwiatkowska, Marta

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A Universal Class of Sharpness-Aware Minimization Algorithms von Tahmasebi, Behrooz, Soleymani, Ashkan, Bahri, Dara, Jegelka, Stefanie, Jaillet, Patrick

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GeneDisco: A Benchmark for Experimental Design in Drug Discovery von Mehrjou, Arash, Soleymani, Ashkan, Jesson, Andrew, Notin, Pascal, Gal, Yarin, Bauer, Stefan, Schwab, Patrick

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Doubly Robust Structure Identification from Temporal Data von Angelis, Emmanouil, Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Bauer, Stefan

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Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases von Mehrjou, Arash, Soleymani, Ashkan, Abyaneh, Amin, Bhatt, Samir, Schölkopf, Bernhard, Bauer, Stefan

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Causal Feature Selection via Orthogonal Search von Soleymani, Ashkan, Anant Raj, Bauer, Stefan, Schölkopf, Bernhard, Besserve, Michel

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Physical Derivatives: Computing policy gradients by physical forward-propagation von Mehrjou, Arash, Soleymani, Ashkan, Bauer, Stefan, Schölkopf, Bernhard

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DRCFS: Doubly Robust Causal Feature Selection von Quinzan, Francesco, Soleymani, Ashkan, Jaillet, Patrick, Rojas, Cristian R, Bauer, Stefan

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Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database von Mehrjou, Arash, Soleymani, Ashkan, Buchholz, Annika, Hetzel, Jürgen, Schwab, Patrick, Bauer, Stefan

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GeneDisco: A Benchmark for Experimental Design in Drug Discovery von Mehrjou, Arash, Soleymani, Ashkan, Jesson, Andrew, Notin, Pascal, Yarin Gal, Bauer, Stefan, Schwab, Patrick

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Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases von Mehrjou, Arash, Soleymani, Ashkan, Abyaneh, Amin, Bhatt, Samir, Schölkopf, Bernhard, Bauer, Stefan

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DEAP: A Database for Emotion Analysis ;Using Physiological Signals von Koelstra, S., Muhl, C., Soleymani, M., Jong-Seok Lee, Yazdani, A., Ebrahimi, T., Pun, T., Nijholt, A., Patras, I.

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