Annika Hennes

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

NeurIPS (2) AAAI (1)

Top co-authors

Melanie Schmidt (2) Morteza Monemizadeh (2) Leyla Biabani (2) Debmalya Mandal (1) Goran Radanovic (1) Rupak Majumdar (1) Denise La Gordt Dillie (1) Jiarui Gan (1)

Research topics

Machine Learning (3) Mathematics & Optimization (3) Optimization (3) Core Methods (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Reinforcement Learning (1) Applications (1) Core AI (1) Foundations (1) Learning Types (1)

Keywords

k-center clustering (2) dynamic algorithm (2) outlier detection (2) approximation algorithm (2) doubling dimension (1) subgame perfect equilibrium (1) time-varying discounting (1) exponential time complexity (1) game theory (1) exponential time (1) markov decision process (1) outlier handling (1) metric space (1)

Papers

Improved Guarantees for Fully Dynamic k-Center Clustering with Outliers in General Metric Spaces NeurIPS 2024 Faster Query Times for Fully Dynamic k-Center Clustering with Outliers NeurIPS 2023 Markov Decision Processes with Time-Varying Geometric Discounting AAAI 2023