conftrace_

Thomas Pensyl

4 papers · 2018–2022 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

JMLR (2) AISTATS (1) NeurIPS (1)

Top co-authors

Khoa Trinh (4) Aravind Srinivasan (4) David Harris (2) Shi Li (2) David G. Harris (2)

Research topics

Machine Learning (4) Mathematics & Optimization (4) Core Methods (4) Optimization (4) Data Science & Analytics (3) Applications (3) Application Areas (1) Learning Types (1) Optimization & Theory (1)

Keywords

approximation algorithm (4) fair clustering (3) randomized rounding (2) knapsack constraint (2) stochastic clustering (2) partition constraint (1) clustering (1) clustering algorithm (1) randomized algorithm (1) combinatorial optimization (1)

Papers

Dependent randomized rounding for clustering and partition systems with knapsack constraints JMLR 2022 Dependent randomized rounding for clustering and partition systems with knapsack constraints AISTATS 2020 Approximation Algorithms for Stochastic Clustering JMLR 2019 Approximation algorithms for stochastic clustering NeurIPS 2018