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Arash Mehrjou

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DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design

Dec 07, 2023
Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab

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The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data

Aug 29, 2023
Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf Roohani, Pascal Notin, Artemy Bakulin, Dariusz Brzezinski, Kaiwen Deng, Yuanfang Guan, Justin Hong, Michael Ibrahim, Wojciech Kotlowski, Marcin Kowiel, Panagiotis Misiakos, Achille Nazaret, Markus Püschel, Chris Wendler, Arash Mehrjou, Patrick Schwab

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Multi-omics Prediction from High-content Cellular Imaging with Deep Learning

Jun 19, 2023
Rahil Mehrizi, Arash Mehrjou, Maryana Alegro, Yi Zhao, Benedetta Carbone, Carl Fishwick, Johanna Vappiani, Jing Bi, Siobhan Sanford, Hakan Keles, Marcus Bantscheff, Cuong Nguyen, Patrick Schwab

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FED-CD: Federated Causal Discovery from Interventional and Observational Data

Nov 07, 2022
Amin Abyaneh, Nino Scherrer, Patrick Schwab, Stefan Bauer, Bernhard Schölkopf, Arash Mehrjou

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CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data

Oct 31, 2022
Mathieu Chevalley, Yusuf Roohani, Arash Mehrjou, Jure Leskovec, Patrick Schwab

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From Points to Functions: Infinite-dimensional Representations in Diffusion Models

Oct 25, 2022
Sarthak Mittal, Guillaume Lajoie, Stefan Bauer, Arash Mehrjou

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Diffusion Models for Video Prediction and Infilling

Jun 15, 2022
Tobias Höppe, Arash Mehrjou, Stefan Bauer, Didrik Nielsen, Andrea Dittadi

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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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