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Zaheer Abbas

2 papers · 2020–2024 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (1) NeurIPS (1)

Top co-authors

Feryal Behbahani (1) Samuel Sokota (1) Hugo Larochelle (1) Bernd Bohnet (1) Martha White (1) John D. Co-Reyes (1) Luis Rosias (1) Aleksandra Faust (1) Avi Singh (1) Eric Chu (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Core AI (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

unsupervised learning (1) few-shot learning (1) in-context learning (1) prompt engineering (1) chain-of-thought reasoning (1) model-based reinforcement learning (1) parameter uncertainty (1) next-token prediction (1) heteroscedastic regression (1) predictive uncertainty (1) selective planning (1) model inadequacy (1) large language model (1)

Papers

Many-Shot In-Context Learning NeurIPS 2024 Selective Dyna-Style Planning Under Limited Model Capacity ICML 2020