Sam Sinai

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Protein Sequences

Uniformly Distributed

Multiple Alignment

Top Venues

Publications

David H. Brookes, Jakub Otwinowski, Sam Sinai
Contrastive losses as generalized models of global epistasis. CoRR (2023)
Farhan Damani, David H. Brookes, Theodore Sternlieb, Cameron Webster, Stephen Malina, Rishi Jajoo, Kathy Lin, Sam Sinai
Beyond the training set: an intuitive method for detecting distribution shift in model-based optimization. CoRR (2023)
Lauren Berk Wheelock, Stephen Malina, Jeffrey Gerold, Sam Sinai
Forecasting labels under distribution-shift for machine-guided sequence design. CoRR (2022)
Lauren Berk Wheelock, Stephen Malina, Jeffrey Gerold, Sam Sinai
Forecasting labels under distribution-shift for machine-guided sequence design. MLCB (2022)
Sam Sinai, Richard Wang, Alexander Whatley, Stewart Slocum, Elina Locane, Eric D. Kelsic
AdaLead: A simple and robust adaptive greedy search algorithm for sequence design. CoRR (2020)
Sam Sinai, Eric D. Kelsic
A primer on model-guided exploration of fitness landscapes for biological sequence design. CoRR (2020)
Sam Sinai, Eric D. Kelsic, George M. Church, Martin A. Nowak
Variational auto-encoding of protein sequences. CoRR (2017)