Georgina Hall

3 papers · 2017–2024 · 3 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

JMLR (1) L4DC (1) RSS (1)

Top co-authors

Rajiv Sambharya (2) Brandon Amos (2) Bartolomeo Stellato (2) Ameesh Makadia (1) Vikas Sindhwani (1) Amir Ali Ahmadi (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Optimization (2) Deep Learning (1) Core Methods (1) Mathematics (1) Models (1) Optimization & Theory (1)

Keywords

neural network (2) warm start (2) quadratic optimization (1) generalization bound (1) optimization algorithm (1) pac-bayes bound (1) first-order method (1) feed-forward network (1) spatial reasoning (1) fixed-point iteration (1) 3d environment (1) polynomial method (1) semidefinite programming (1) sum of squares optimization (1) convex optimization (1)

Papers

Learning to Warm-Start Fixed-Point Optimization Algorithms JMLR 2024 End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization L4DC 2023 Geometry of 3D Environments and Sum of Squares Polynomials RSS 2017