Forecasting labels under distribution-shift for machine-guided sequence design

18 November 2022

Papers citing "Forecasting labels under distribution-shift for machine-guided sequence design"

4 / 4 papers shown

Title
Reliable algorithm selection for machine learning-guided design Clara Fannjiang Ji Won Park 71 0 0 26 Mar 2025
Beyond the training set: an intuitive method for detecting distribution shift in model-based optimization Farhan N. Damani David H. Brookes Theodore Sternlieb Cameron Webster Stephen Malina Rishi Jajoo Kathy Lin Sam Sinai OffRL 29 3 0 09 Nov 2023
Is novelty predictable? Clara Fannjiang Jennifer Listgarten AI4CE 17 14 0 01 Jun 2023
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization Leo Feng Padideh Nouri Aneri Muni Yoshua Bengio Pierre-Luc Bacon 116 4 0 13 Sep 2022