Albin Cassirer

3 papers · 2018–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ICML (2) NeurIPS (1)

Top co-authors

George Bm Van Den Driessche (2) Sebastian Borgeaud (2) Laurent Sifre (2) Tom Hennigan (2) Oriol Vinyals (2) Trevor Cai (2) Chris Jones (2) Karen Simonyan (2) Diego de Las Casas (2) Jack Rae (2)

Research topics

Natural Language Processing (2) Artificial Intelligence (1) Machine Learning (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Generation (1) Methods (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

deep reinforcement learning (1) question answering (1) document retrieval (1) ensemble method (1) scaling law (1) mixture of expert (1) uncertainty estimation (1) parameter efficiency (1) knowledge-intensive task (1) routing network (1) retrieval-augmented language model (1) bayesian exploration (1) bootstrap sampling (1) prior network (1) randomized prior (1) effective parameter count (1)

Papers

Improving Language Models by Retrieving from Trillions of Tokens ICML 2022 Unified Scaling Laws for Routed Language Models ICML 2022 Randomized Prior Functions for Deep Reinforcement Learning NeurIPS 2018