Nicole Megow

6 papers · 2022–2024 · 4 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 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (5)

Venues

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

Top co-authors

Alexander Lindermayr (5) Jens Schlöter (4) Franziska Eberle (2) Murilo de Lima (1) Alexandra Anna Lassota (1) Zhenwei Liu (1) Leen Stougie (1) Michelle Sweering (1) Alberto Marchetti-Spaccamela (1) Martin Rapp (1)

Research topics

Computer Science (6) Machine Learning (5) Mathematics & Optimization (5) Foundations (5) Optimization (5) Optimization & Theory (4) Learning Types (2) Artificial Intelligence (1) Applications (1) Core AI (1)

Keywords

learning-augmented algorithm (5) online algorithm (3) query complexity (2) online scheduling (2) oracle complexity (1) approximation algorithm (1) prediction error (1) competitive analysis (1) competitive ratio (1) sorting algorithm (1) graph exploration (1) job scheduling (1) worst-case guarantee (1) steiner tree (1) precedence constraint (1) oracle query (1) nearest neighbor algorithm (1) competitive algorithm (1) network design (1) heterogeneous machine (1)

Papers

Accelerating Matroid Optimization through Fast Imprecise Oracles NeurIPS 2024 Minimalistic Predictions to Schedule Jobs with Online Precedence Constraints ICML 2023 Sorting and Hypergraph Orientation under Uncertainty with Predictions IJCAI 2023 Speed-Oblivious Online Scheduling: Knowing (Precise) Speeds is not Necessary ICML 2023 A Universal Error Measure for Input Predictions Applied to Online Graph Problems NeurIPS 2022 Robustification of Online Graph Exploration Methods AAAI 2022