Adam Klivans

Ambient Dataloops: Generative Models for Dataset Refinement

Triangle Multiplication is All You Need for Biomolecular Structure Representations

The Power of Iterative Filtering for Supervised Learning with (Heavy) Contamination

Ambient Proteins - Training Diffusion Models on Noisy Structures

Learning Juntas under Markov Random Fields

Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees

Ambient Diffusion Omni: Training Good Models with Bad Data

Does Generation Require Memorization? Creative Diffusion Models using Ambient Diffusion

Distilling Structural Representations into Protein Sequence Models