People

Scaling Laws

Data-efficient Learning; Uncertainty and Safety.

Data- and compute-efficient LLMs; Reasoning

Foundation Models for Scientific, Structured and Low-data Regimes

Data-centric AI; Multimodal Models

Data-centric AI

Social Network Analysis; LLM

Synthetic Data; Data-centric ML; Reasoning

Foundation Model Interpretability; Reasoning

Language Model Adaptation; Compute Efficient Learning

Neural Architecture Search; Hybrid Models

Machine (Un)learning; Time-Series Forecasting; Geometric Deep Learning

Machine Learning for code intelligence

Data- and compute-efficient LLMs & MLLMs; Reasoning

Machine Learning

Machine Learning