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← Authors

Rajiv Sambharya

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10)

Conferences

JMLR (2) L4DC (1)

Top co-authors

Bartolomeo Stellato (3) Georgina Hall (2) Brandon Amos (2)

Keywords

optimization algorithm (2) neural network (2) warm start (2) pac-bayes bound (1) generalization guarantee (1) continuous optimization (1) feedforward network (1) fixed-point iteration (1) learned optimizer (1) first-order method (1) quadratic optimization (1) generalization bound (1)

Papers

Data-Driven Performance Guarantees for Classical and Learned Optimizers JMLR 2025 Learning to Warm-Start Fixed-Point Optimization Algorithms JMLR 2024 End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization L4DC 2023