2024 "approximation guarantees" Papers

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Analyzing $D^\alpha$ seeding for $k$-means

Etienne Bamas, Sai Ganesh Nagarajan, Ola Svensson

ICML 2024poster

Dynamic Spectral Clustering with Provable Approximation Guarantee

Steinar Laenen, He Sun

ICML 2024posterarXiv:2406.03152

Reweighted Solutions for Weighted Low Rank Approximation

David Woodruff, Taisuke Yasuda

ICML 2024posterarXiv:2406.02431

Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees

Jinzhao Li, Nan Jiang, Yexiang Xue

AAAI 2024paperarXiv:2309.08883