conftrace_

Leyla Biabani

4 papers · 2023–2024 · 2 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

Venues

NeurIPS (3) ICML (1)

Top co-authors

Morteza Monemizadeh (4) Melanie Schmidt (2) Annika Hennes (2) MohammadTaghi Hajiaghayi (2) Peyman Jabbarzade (2) Kiarash Banihashem (2) Samira Goudarzi (2) Denise La Gordt Dillie (1)

Research topics

Mathematics & Optimization (4) Optimization (4) Machine Learning (3) Computer Science (2) Core Methods (2) Foundations (2) Optimization & Theory (2)

Keywords

dynamic algorithm (4) approximation algorithm (4) outlier detection (2) cardinality constraint (2) k-center clustering (2) update time complexity (1) submodular optimization (1) polylogarithmic update time (1) submodular maximization (1) outlier handling (1) metric space (1) doubling dimension (1)

Papers

Improved Guarantees for Fully Dynamic k-Center Clustering with Outliers in General Metric Spaces NeurIPS 2024 Dynamic Constrained Submodular Optimization with Polylogarithmic Update Time ICML 2023 Dynamic Non-monotone Submodular Maximization NeurIPS 2023 Faster Query Times for Fully Dynamic k-Center Clustering with Outliers NeurIPS 2023