Pascal Notin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Experimental Design

Functional Brain

Top Venues

Publications

Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design. CoRR (2023)
Pascal Notin, Aaron Kollasch, Daniel Ritter, Lood van Niekerk, Steffanie Paul, Han Spinner, Nathan J. Rollins, Ada Shaw, Rose Orenbuch, Ruben Weitzman, Jonathan Frazer, Mafalda Dias, Dinko Franceschi, Yarin Gal, Debora S. Marks
ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design. NeurIPS (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
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data. CoRR (2023)
Pascal Notin, Ruben Weitzman, Debora S. Marks, Yarin Gal
ProteinNPT: Improving protein property prediction and design with non-parametric transformers. NeurIPS (2023)
Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab
DiscoBAX: Discovery of optimal intervention sets in genomic experiment design. ICML (2023)
Pascal Notin, Mafalda Dias, Jonathan Frazer, Javier Marchena-Hurtado, Aidan N. Gomez, Debora S. Marks, Yarin Gal
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval. ICML (2022)
Daniel Hesslow, Niccoló Zanichelli, Pascal Notin, Iacopo Poli, Debora S. Marks
RITA: a Study on Scaling Up Generative Protein Sequence Models. CoRR (2022)
Chetan Gohil, Evan Roberts, Ryan C. Timms, Alex Skates, Cameron Higgins, Andrew Quinn, Usama Pervaiz, Joost van Amersfoort, Pascal Notin, Yarin Gal, Stanislaw Adaszewski, Mark W. Woolrich
Mixtures of large-scale dynamic functional brain network modes. NeuroImage 263 (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)
Pascal Notin, Mafalda Dias, Jonathan Frazer, Javier Marchena-Hurtado, Aidan N. Gomez, Debora S. Marks, Yarin Gal
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval. CoRR (2022)
Pascal Notin, José Miguel Hernández-Lobato, Yarin Gal
Improving black-box optimization in VAE latent space using decoder uncertainty. CoRR (2021)
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)
Pascal Notin, José Miguel Hernández-Lobato, Yarin Gal
Improving black-box optimization in VAE latent space using decoder uncertainty. NeurIPS (2021)
Pascal Notin, Aidan N. Gomez, Joanna Yoo, Yarin Gal
SliceOut: Training Transformers and CNNs faster while using less memory. CoRR (2020)