Sabine Storandt

4 papers · 2019–2024 · 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 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

IJCAI (2) AAAI (1) ICML (1)

Top co-authors

Kam-Yiu Lam (1) Stefan Funke (1) Song Han (1) Tenindra Abeywickrama (1) Jinbo Bi (1) Muhammad Aamir Cheema (1) Chunjiang Zhu (1)

Research topics

Mathematics & Optimization (3) Computer Science (2) Machine Learning (2) Foundations (2) Optimization (2) Optimization & Theory (2) Data Science & Analytics (1) Applications (1) Core Methods (1) Mathematics (1)

Keywords

combinatorial optimization (1) regret minimization (1) subset selection (1) graph sparsification (1) approximation algorithm (1) dynamic graph (1) shortest path (1) spectral sparsification (1) graph algorithm (1) road network (1) data structure (1) multicriteria decision making (1) spatial query (1) graph semi-supervised learning (1) fault-tolerant sparsification (1) landmark hub labeling (1) bounded suboptimal (1) aggregate k nearest neighbor (1) hierarchical graph traversal (1)

Papers

Scalable Landmark Hub Labeling for Optimal and Bounded Suboptimal Pathfinding IJCAI 2024 Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks (Extended Abstract) IJCAI 2021 Algorithms for Average Regret Minimization AAAI 2019 Improved Dynamic Graph Learning through Fault-Tolerant Sparsification ICML 2019