MIT researchers unveil a new fine-tuning method that lets enterprises consolidate their "model zoos" into a single, continuously learning agent.

The AI revolution has transformed behavioral and cognitive research through unprecedented data volume, velocity, and variety (e.g., neural imaging, ...

Real-world data typically exhibits long-tailed class distribution and contains label noise. Previous long-tail learning ...

Neel Somani has built a career that sits at the intersection of theory and practice. His work spans formal methods, mac ...