Pascal Notin
Pascal Notin
Department of Computer Science, University of Oxford
Verified email at - Homepage
Cited by
Cited by
Disease variant prediction with deep generative models of evolutionary data
J Frazer, P Notin, M Dias, A Gomez, JK Min, K Brock, Y Gal, DS Marks
Nature 599 (7883), 91-95, 2021
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval
P Notin, M Dias, J Frazer, JM Hurtado, AN Gomez, D Marks, Y Gal
International Conference on Machine Learning (ICML), 16990-17017, 2022
Improving black-box optimization in VAE latent space using decoder uncertainty
P Notin, JM Hernández-Lobato, Y Gal
Advances in Neural Information Processing Systems (NeurIPS) 34, 802-814, 2021
Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning
J Frazer, P Notin, M Dias, A Gomez, K Brock, Y Gal, DS Marks
bioRxiv, 2020.12. 21.423785, 2020
RITA: a Study on Scaling Up Generative Protein Sequence Models
D Hesslow, N Zanichelli, P Notin, I Poli, D Marks
ICML, Workshop on Computational Biology (WCB), 2022
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 (ICLR), 2021
Principled uncertainty estimation for high dimensional data
P Notin, JM Hernández-Lobato, Y Gal
ICML, Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2020
Learning from pre-pandemic data to forecast viral antibody escape
NN Thadani, S Gurev, P Notin, N Youssef, NJ Rollins, C Sander, Y Gal, ...
bioRxiv, 2022.07. 21.501023, 2022
Improving compute efficacy frontiers with SliceOut
P Notin, AN Gomez, J Yoo, Y Gal
arXiv preprint arXiv:2007.10909, 2020
Mixtures of large-scale dynamic functional brain network modes
C Gohil, E Roberts, R Timms, A Skates, C Higgins, A Quinn, U Pervaiz, ...
NeuroImage, 2022
TranceptEVE: Combining Family-specific and Family-agnostic Models of Protein Sequences for Improved Fitness Prediction
PM Notin, L Van Niekerk, AW Kollasch, D Ritter, Y Gal, D Marks
NeurIPS, LMRL workshop, 2022
DiscoBAX-Discovery of optimal intervention sets in genomic experiment design
C Lyle, A Mehrjou, P Notin, A Jesson, S Bauer, Y Gal, P Schwab
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Articles 1–12