Identification of Enzymatic Active Sites with Unsupervised Language ModellingLoic Kwate DassiMatteo Manicaet al.2021NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence designIgor MelnykPayel Daset al.2021NeurIPS 2021
Pessimistic Model Selection for Offline Deep Reinforcement LearningChao-Han Huck YangZhengling Qiet al.2021NeurIPS 2021
Active site sequence representation of human kinases outperforms full sequence for affinity predictionJannis BornTien Huynhet al.2021NeurIPS 2021
Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGDChen FanParikshit Ramet al.2021NeurIPS 2021
Optimizing Functionals on the Space of Probabilities with Input Convex Neural NetworkDavid Alvarez-MelisYair Schiffet al.2021NeurIPS 2021
Certified Robustness for Free in Differentially Private Federated LearningChulin XieYunhui Longet al.2021NeurIPS 2021
Leveraging Adversarial Reprogramming for Novel Structure-constrained Protein Sequence DesignDevleena DasInkit Padhiet al.2021NeurIPS 2021