David Walz - RankMe

13 papers A* 3Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BoFire: Bayesian Optimization Framework Intended for Real Experiments. J. Mach. Learn. Res. Johannes P. Dürholt, Thomas S. Asche, Johanna Kleinekorte, Gabriel Mancino-Ball, Benjamin Schiller, Simon Sung, Julian Keupp, Aaron Osburg, Toby Boyne, Ruth Misener, Rosona Eldred, Chrysoula Kappatou, Robert M. Lee, Dominik Linzner, Wagner Steuer Costa, David Walz, Niklas Wulkow, Behrang Shafei
2025	J	`jnl`	CarAT: Carbon Atom Tracing across Industrial Chemical Value Chains via Chemistry Language Models. CoRR Emma Pajak, David Walz, Olga Walz, Laura Marie Helleckes, Klaus Hellgardt, Antonio del Rio-Chanona
2024	J	`jnl`	BoFire: Bayesian Optimization Framework Intended for Real Experiments. CoRR Johannes P. Dürholt, Thomas S. Asche, Johanna Kleinekorte, Gabriel Mancino-Ball, Benjamin Schiller, Simon Sung, Julian Keupp, Aaron Osburg, Toby Boyne, Ruth Misener, Rosona Eldred, Wagner Steuer Costa, Chrysoula Kappatou, Robert M. Lee, Dominik Linzner, David Walz, Niklas Wulkow, Behrang Shafei
2024	J	`jnl`	Dependence in constrained Bayesian optimization. Optim. Lett. Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Ruth Misener
2023	J	`jnl`	Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization. Comput. Chem. Eng. Jose Pablo Folch, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
2023	A*	`conf`	Optimizing over trained GNNs via symmetry breaking. NeurIPS Shiqiang Zhang, Juan S. Campos, Christian Feldmann, David Walz, Frederik Sandfort, Miriam Mathea, Calvin Tsay, Ruth Misener
2023	J	`jnl`	Practical Path-based Bayesian Optimization. CoRR Jose Pablo Folch, James Odgers, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
2022	J	`jnl`	Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization. CoRR Jose Pablo Folch, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
2022	A*	`conf`	SnAKe: Bayesian Optimization with Pathwise Exploration. NeurIPS Jose Pablo Folch, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
2022	J	`jnl`	SnAKe: Bayesian Optimization with Pathwise Exploration. CoRR Jose Pablo Folch, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
2022	A*	`conf`	Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces. NeurIPS Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Behrang Shafei, Ruth Misener
2022	J	`jnl`	Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces. CoRR Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Behrang Shafei, Ruth Misener
2021	J	`jnl`	Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles. CoRR Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Tom Tranter, Ruth Misener