Gautam Reddy

3 papers · 2018–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (2) NeurIPS (1)

Top co-authors

Chaitanya Ryali (1) Angela J. Yu (1) Alex Nguyen (1)

Research topics

Artificial Intelligence (3) Machine Learning (2) Optimization & Theory (2) Interdisciplinary (1) Bayesian & Probabilistic (1) Cognitive Science (1) Core AI (1) Core Methods (1) Learning Paradigms (1)

Keywords

transformer model (2) in-context learning (2) attention mechanism (1) predictive modeling (1) learning rate (1) dynamic belief model (1) scaling law (1) induction head (1) task diversity (1) representation learning (1) volatility detection (1) bayesian inference (1)

Papers

Differential learning kinetics govern the transition from memorization to generalization during in-context learning ICLR 2025 The mechanistic basis of data dependence and abrupt learning in an in-context classification task ICLR 2024 Demystifying excessively volatile human learning: A Bayesian persistent prior and a neural approximation NeurIPS 2018