Self-Evolving Curriculum for LLM Reasoning
Probabilistic Bias Correction
Probabilistic bias correction (PBC) is a machine learning framework for improving subseasonal forecasts from dynamical, AI, or hybrid prediction systems. Given a raw ensemble of deterministic forecasts, PBC outputs learning-enhanced probabilities designed to correct systematic…
Principal Research Manager/Senior Principal Research Manager
The Machine Intelligence team at Microsoft Research Cambridge conducts foundational research aimed at understanding and advancing machine intelligence. We explore the principles that enable intelligent systems to learn, reason, remember, adapt, communicate, and act effectively…
Senior Researcher – AI Systems – Microsoft Research
At Microsoft Research Cambridge, we are shaping the future of AI infrastructure by tackling long-horizon research challenges that will define the next generation of computing systems, co-designed with the hardware they run on and with…
AI agents for therapeutic reasoning across biological contexts
Therapeutic hypotheses can transfer across diseases but their relevance depends on biological context. The same target, perturbation, or treatment can produce different effects across cell types, disease states, genetic backgrounds, and patients. Therapeutic reasoning therefore…