Matthias Poloczek

Identifiers

• name variant Matthias Poloczek 0.60 · backfill

Papers (10)

1. Understanding High-Dimensional Bayesian Optimization cs.LG · 2025 · author #2
2. Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces cs.LG · 2023 · author #3
3. Bayesian Optimization of Combinatorial Structures stat.ML · 2018 · author #2
4. Comparing the Finite-Time Performance of Simulation-Optimization Algorithms math.OC · 2017 · author #3
5. Bayesian Optimization with Gradients stat.ML · 2017 · author #2
6. Warm Starting Bayesian Optimization stat.ML · 2016 · author #1
7. Multi-Information Source Optimization stat.ML · 2016 · author #1
8. Greedy Matching: Guarantees and Limitations cs.DS · 2015 · author #2
9. Contagious Sets in Dense Graphs cs.DM · 2015 · author #2
10. On Some Recent MAX SAT Approximation Algorithms cs.DS · 2013 · author #1

Mentions

• 1503.00158 #2 · backfill · confidence 0.70 Matthias Poloczek
• 1308.3405 #1 · backfill · confidence 0.70 Matthias Poloczek

Frequent Coauthors

• Peter I. Frazier 3 shared papers
• Jialei Wang 2 shared papers
• Leonard Papenmeier 2 shared papers
• Luigi Nardi 2 shared papers
• Andrew Gordon Wilson 1 shared papers
• Anke van Zuylen 1 shared papers
• Bert Besser 1 shared papers
• Daniel Freund 1 shared papers
• Daniel Reichman 1 shared papers
• David J. Eckman 1 shared papers
• David P. Williamson 1 shared papers
• Jian Wu 1 shared papers
• Naijia Dong 1 shared papers
• Ricardo Baptista 1 shared papers
• Shane G. Henderson 1 shared papers
• Xueqi Zhao 1 shared papers