Helmut G. Katzgraber

34 papers A* 1A 3Journal 29Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Applying a Random-Key Optimizer on Mixed Integer Programs. CoRR Antonio Augusto Chaves, Mauricio G. C. Resende, Carise E. Schmidt, John Kyle Brubaker, Helmut G. Katzgraber
2025	J	`jnl`	A Random-Key optimizer for combinatorial optimization. J. Heuristics Antonio Augusto Chaves, Mauricio G. C. Resende, Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber, Edilson Fernandes de Arruda, Ricardo M. A. Silva
2025	A*	`conf`	BoolXAI: Explainable AI Using Expressive Boolean Formulas. AAAI Serdar Kadioglu, Elton Yechao Zhu, Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Helmut G. Katzgraber
2024	J	`jnl`	A Random-Key Optimizer for Combinatorial Optimization. CoRR Antonio Augusto Chaves, Mauricio G. C. Resende, Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber, Edilson Fernandes de Arruda, Ricardo M. A. Silva
2024	J	`jnl`	Scalable iterative pruning of large language and vision models using block coordinate descent. CoRR Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber
2023	J	`jnl`	Explainable AI using expressive Boolean formulas. CoRR Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber
2023	J	`jnl`	Explainable Artificial Intelligence Using Expressive Boolean Formulas. Mach. Learn. Knowl. Extr. Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber
2023	J	`jnl`	Parallel Tempering for Logic Synthesis. CoRR Thomas Häner, Damian S. Steiger, Helmut G. Katzgraber
2023	J	`jnl`	Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems. CoRR Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber
2023	J	`jnl`	Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems. Nat. Mac. Intell. Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber
2023	J	`jnl`	Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set. CoRR Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber
2023	J	`jnl`	Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set. Nat. Mac. Intell. Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber
2022	J	`jnl`	Combinatorial optimization with physics-inspired graph neural networks. Nat. Mach. Intell. Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber
2022	J	`jnl`	Graph Coloring with Physics-Inspired Graph Neural Networks. CoRR Martin J. A. Schuetz, John Kyle Brubaker, Zhihuai Zhu, Helmut G. Katzgraber
2022	J	`jnl`	Optimization of Robot Trajectory Planning with Nature-Inspired and Hybrid Quantum Algorithms. CoRR Martin J. A. Schuetz, John Kyle Brubaker, Henry Montagu, Yannick van Dijk, Johannes Klepsch, Philipp Ross, André Luckow, Mauricio G. C. Resende, Helmut G. Katzgraber
2021	J	`jnl`	Combinatorial Optimization with Physics-Inspired Graph Neural Networks. CoRR Martin J. A. Schuetz, John Kyle Brubaker, Helmut G. Katzgraber
2021	J	`jnl`	Computational overhead of locality reduction in binary optimization problems. Comput. Phys. Commun. Elisabetta Valiante, Maritza Hernandez, Amin Barzegar, Helmut G. Katzgraber
2020	J	`jnl`	Chook - A comprehensive suite for generating binary optimization problems with planted solutions. CoRR Dilina Perera, Inimfon Akpabio, Firas Hamze, Salvatore Mandrà, Nathan Rose, Maliheh Aramon, Helmut G. Katzgraber
2020	J	`jnl`	Machine learning in physics: the pitfalls of poisoned training sets. Mach. Learn. Sci. Technol. Chao Fang, Amin Barzeger, Helmut G. Katzgraber
2020	J	`jnl`	borealis - A generalized global update algorithm for Boolean optimization problems. Optim. Lett. Zheng Zhu, Chao Fang, Helmut G. Katzgraber
2019	J	`jnl`	A feasibility pump algorithm embedded in an annealing framework. CoRR Nicolas Pradignac, Maliheh Aramon, Helmut G. Katzgraber
2018	J	`jnl`	NAE-SAT-based probabilistic membership filters. CoRR Chao Fang, Zheng Zhu, Helmut G. Katzgraber
2018	J	`jnl`	Physics-inspired optimization for constraint-satisfaction problems using a digital annealer. CoRR Maliheh Aramon, Gili Rosenberg, Toshiyuki Miyazawa, Hirotaka Tamura, Helmut G. Katzgraber
2017	J	`jnl`	Effective optimization using sample persistence: A case study on quantum annealers and various Monte Carlo optimization methods. CoRR Hamed Karimi, Gili Rosenberg, Helmut G. Katzgraber
2017	J	`jnl`	Optimization of population annealing Monte Carlo for large-scale spin-glass simulations. CoRR Amin Barzegar, Christopher Pattison, Wenlong Wang, Helmut G. Katzgraber
2016	A	`conf`	Evolutionary Approaches to Optimization Problems in Chimera Topologies. GECCO Roberto Santana, Zheng Zhu, Helmut G. Katzgraber
2016	J	`jnl`	Evolutionary Approaches to Optimization Problems in Chimera Topologies. CoRR Roberto Santana, Zheng Zhu, Helmut G. Katzgraber
2016	J	`jnl`	borealis - A generalized global update algorithm for Boolean optimization problems. CoRR Zheng Zhu, Chao Fang, Helmut G. Katzgraber
2014	—	`conf`	A Probabilistic Evolutionary Optimization Approach to Compute Quasiparticle Braids. SEAL Roberto Santana, Ross B. McDonald, Helmut G. Katzgraber
2014	J	`jnl`	A probabilistic evolutionary optimization approach to compute quasiparticle braids. CoRR Roberto Santana, Ross B. McDonald, Helmut G. Katzgraber
2012	J	`jnl`	Genetic braid optimization: A heuristic approach to compute quasiparticle braids. CoRR Ross B. McDonald, Helmut G. Katzgraber
2010	J	`jnl`	Random Numbers in Scientific Computing: An Introduction CoRR Helmut G. Katzgraber
2009	A	`conf`	Analysis of evolutionary algorithms on the one-dimensional spin glass with power-law interactions. GECCO Martin Pelikan, Helmut G. Katzgraber
2008	A	`conf`	Finding ground states of Sherrington-Kirkpatrick spin glasses with hierarchical boa and genetic algorithms. GECCO Martin Pelikan, Helmut G. Katzgraber, Sigismund Kobe