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Michael J Hutchinson

2 papers · 2021–2021 · 1 venue · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (11)

Venues

ICML (2)

Top co-authors

Yee Whye Teh (2) Sheheryar Zaidi (1) Charline Le Lan (1) Hyunjik Kim (1) Peter Holderrieth (1) Emilien Dupont (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Core Methods (2) Architectures (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

neural network architecture (1) representation learning (1) transfer learning (1) gaussian process (1) lie group (1) equivariant learning (1) group equivariance (1) neural process (1) equivariant self-attention (1) molecular property regression (1) particle trajectory (1) stochastic field (1) steerable conditional neural process (1) spatial invariance (1) neural network (1) group equivariant neural network (1)

Papers

Equivariant Learning of Stochastic Fields: Gaussian Processes and Steerable Conditional Neural Processes ICML 2021 LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021