Nathan Sudermann-Merx

13 papers A* 1Journal 12

Year	Rank	Type	Title / Venue / Authors
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`	ENTMOOT: A framework for optimization over ensemble tree models. Comput. Chem. Eng. Alexander Thebelt, Jan Kronqvist, Miten Mistry, Robert M. Lee, Nathan Sudermann-Merx, Ruth Misener
2021	J	`jnl`	Leveraged least trimmed absolute deviations. OR Spectr. Nathan Sudermann-Merx, Steffen Rebennack
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
2020	J	`jnl`	ENTMOOT: A Framework for Optimization over Ensemble Tree Models. CoRR Alexander Thebelt, Jan Kronqvist, Miten Mistry, Robert M. Lee, Nathan Sudermann-Merx, Ruth Misener
2020	J	`jnl`	Granularity in Nonlinear Mixed-Integer Optimization. J. Optim. Theory Appl. Christoph Neumann, Oliver Stein, Nathan Sudermann-Merx
2020	J	`jnl`	The noncooperative fixed charge transportation problem. Eur. J. Oper. Res. Simone Sagratella, Marcel Schmidt, Nathan Sudermann-Merx
2019	J	`jnl`	A feasible rounding approach for mixed-integer optimization problems. Comput. Optim. Appl. Christoph Neumann, Oliver Stein, Nathan Sudermann-Merx
2018	J	`jnl`	The noncooperative transportation problem and linear generalized Nash games. Eur. J. Oper. Res. Oliver Stein, Nathan Sudermann-Merx
2016	J	`jnl`	Solving linear generalized Nash equilibrium problems numerically. Optim. Methods Softw. Axel Dreves, Nathan Sudermann-Merx
2016	J	`jnl`	The Cone Condition and Nonsmoothness in Linear Generalized Nash Games. J. Optim. Theory Appl. Oliver Stein, Nathan Sudermann-Merx
2014	J	`jnl`	On smoothness properties of optimal value functions at the boundary of their domain under complete convexity. Math. Methods Oper. Res. Oliver Stein, Nathan Sudermann-Merx