Anthony Gruber

3 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Kookjin Lee (2) Nathaniel Trask (2) Christopher Felder (1) Miki Verma (1) Noseong Park (1) Robert Bridges (1) Haksoo Lim (1) Chelsey Hoff (1)

Research topics

Deep Learning (2) Machine Learning (2) Mathematics & Optimization (2) Architectures (2) Artificial Intelligence (1) Core AI (1) Core Methods (1) Learning Types (1) Mathematics (1) Optimization (1) Optimization & Theory (1) Techniques (1)

Keywords

dynamical system (2) energy conservation (2) sensitivity analysis (1) physics-informed learning (1) functional approximation (1) hamiltonian dynamics (1) graph neural network (1) reversible network (1) active manifold (1) irreversible dynamics (1) bracket-based dynamics (1) error estimate (1) neural metriplectic system (1) dimensionality reduction (1) entropy stability (1) gradient-based method (1)

Papers

Efficiently Parameterized Neural Metriplectic Systems ICLR 2025 Reversible and irreversible bracket-based dynamics for deep graph neural networks NeurIPS 2023 Active Manifolds: A non-linear analogue to Active Subspaces ICML 2019