Peyton Greenside

13 papers A* 3Misc 2Journal 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences.
ICLR
Alan Nawzad Amin, Nate Gruver, Yilun Kuang, Yucen Lily Li, Hunter Elliott, Calvin McCarter, Aniruddh Raghu, Peyton Greenside, Andrew Gordon Wilson
2024 J jnl
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences.
CoRR
Alan Nawzad Amin, Nate Gruver, Yilun Kuang, Yucen Lily Li, Hunter Elliott, Calvin McCarter, Aniruddh Raghu, Peyton Greenside, Andrew Gordon Wilson
2024 J jnl
Generative Humanization for Therapeutic Antibodies.
CoRR
Cade Gordon, Aniruddh Raghu, Peyton Greenside, Hunter Elliott
2023 J jnl
Inverse Protein Folding Using Deep Bayesian Optimization.
CoRR
Natalie Maus, Yimeng Zeng, Daniel Allen Anderson, Phillip M. Maffettone, Aaron Solomon, Peyton Greenside, Osbert Bastani, Jacob R. Gardner
2022 A* conf
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders.
ICML
Samuel Stanton, Wesley J. Maddox, Nate Gruver, Phillip M. Maffettone, Emily Delaney, Peyton Greenside, Andrew Gordon Wilson
2022 J jnl
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders.
CoRR
Samuel Stanton, Wesley J. Maddox, Nate Gruver, Phillip M. Maffettone, Emily Delaney, Peyton Greenside, Andrew Gordon Wilson
2020 J jnl
A Hierarchical Approach to Scaling Batch Active Search Over Structured Data.
CoRR
Vivek Myers, Peyton Greenside
2019 Misc conf
CrowdVariant: a crowdsourcing approach to classify copy number variants.
PSB
Peyton Greenside, Justin M. Zook, Marc Salit, Madeleine L. Cule, Ryan Poplin, Mark A. DePristo
2018 J jnl
Discovering epistatic feature interactions from neural network models of regulatory DNA sequences.
Bioinform.
Peyton Greenside, Tyler Shimko, Polly Fordyce, Anshul Kundaje
2018 Misc conf
Prediction of protein-ligand interactions from paired protein sequence motifs and ligand substructures.
PSB
Peyton Greenside, Maureen Hillenmeyer, Anshul Kundaje
2017 A* conf
Learning Important Features Through Propagating Activation Differences.
ICML
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
2017 J jnl
Learning Important Features Through Propagating Activation Differences.
CoRR
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
2016 J jnl
Not Just a Black Box: Learning Important Features Through Propagating Activation Differences.
CoRR
Avanti Shrikumar, Peyton Greenside, Anna Shcherbina, Anshul Kundaje