Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

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


Nov 18, 2022
Lauren Berk Wheelock, Stephen Malina, Jeffrey Gerold, Sam Sinai

Add code

* 15 pages, 3 figures, to appear in MLCB-PMLR proceedings, oral presentation at MLCB 2022 and LMLR 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A primer on model-guided exploration of fitness landscapes for biological sequence design


Oct 23, 2020
Sam Sinai, Eric D Kelsic

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

AdaLead: A simple and robust adaptive greedy search algorithm for sequence design


Oct 05, 2020
Sam Sinai, Richard Wang, Alexander Whatley, Stewart Slocum, Elina Locane, Eric D. Kelsic

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Variational auto-encoding of protein sequences


Jan 03, 2018
Sam Sinai, Eric Kelsic, George M. Church, Martin A. Nowak

Add code

* Abstract for oral presentation at NIPS 2017 Workshop on Machine Learning in Computational Biology 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email