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Guneykan Ozgul

According to our database1, Guneykan Ozgul authored at least 4 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2025
Mechanisms for Quantum Advantage in Global Optimization of Nonconvex Functions.
[BibTeX]
[DOI]
Dylan Herman
,
Guneykan Ozgul
,
Anuj Apte
,
Junhyung Lyle Kim
,
Anupam Prakash
,
Jiayu Shen
,
Shouvanik Chakrabarti
CoRR, October, 2025

Quantum Speedups for Markov Chain Monte Carlo Methods with Application to Optimization.
[BibTeX]
[DOI]
Guneykan Ozgul
,
Xiantao Li
,
Mehrdad Mahdavi
,
Chunhao Wang
CoRR, April, 2025

2024
Generalized Short Path Algorithms: Towards Super-Quadratic Speedup over Markov Chain Search for Combinatorial Optimization.
[BibTeX]
[DOI]
Shouvanik Chakrabarti
,
Dylan Herman
,
Guneykan Ozgul
,
Shuchen Zhu
,
Brandon Augustino
,
Tianyi Hao
,
Zichang He
,
Ruslan Shaydulin
,
Marco Pistoia
CoRR, 2024

Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions.
[BibTeX]
[DOI]
Guneykan Ozgul
,
Xiantao Li
,
Mehrdad Mahdavi
,
Chunhao Wang
Proceedings of the Forty-first International Conference on Machine Learning, 2024


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