Guneykan Ozgul

According to our database, Guneykan Ozgul authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Quantum Speedups for Group Relaxations of Integer Linear Programs.

Brandon Augustino, Dylan Herman, Guneykan Ozgul, Jacob Watkins, Atithi Acharya, Enrico Fontana, Junhyung Lyle Kim, Shouvanik Chakrabarti

CoRR, February, 2026

2025

Mechanisms for Quantum Advantage in Global Optimization of Nonconvex Functions.

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.

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.

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.

Guneykan Ozgul, Xiantao Li, Mehrdad Mahdavi, Chunhao Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024