Conflict-Averse Gradient Optimization of Ensembles for Effective Offline Model-Based Optimization. - Sathvik Kolli (CoRR, 2023)

Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization. - Aniketh Janardhan Reddy; Xinyang Geng; Michael Herschl; Sathvik Kolli; Aviral Kumar; Patrick Hsu; Sergey Levine; Nilah Ioannidis (NeurIPS, 2024)