Lars Kotthoff - Publications, H-index & Citations

Back

Lars Kotthoff

University of British Columbia

20H-index

128Paper Count

4.6KCitation Count

Published Papers 6

Publication Date

Optimization of structural and electrical properties of graphene-based TiO2 thin film device using Bayesian machine-learning approach

CERAMICS INTERNATIONAL

IF5.6

2024-03-01

PREAI

Wahab, Hud; Heil, Jacob; Tyrrell, Alexander Scott; Muller, Todd; Ackerman, John; Kotthoff, Lars; Johnson, Patrick A.

Save

AutoML: advanced tool for mining multivariate plant traits

TRENDS IN PLANT SCIENCE

IF20.8

2023-12-01

PREAI

Shoaib, Mirza; Sharma, Neelesh; Kotthoff, Lars; Lindauer, Marius; Kant, Surya

Save

Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2022-12-01

OAAI

Moosbauer, Julia; Binder, Martin; Schneider, Lennart; Pfisterer, Florian; Becker, Marc; Lang, Michel; Kotthoff, Lars; Bischl, Bernd

Save

Machine-learning-assisted fabrication: Bayesian optimization of laser-induced graphene patterning using in-situ Raman analysis

CARBON

IF11.6

2020-10-01

OAAI

Wahab, Hud; Jain, Vivek; Tyrrell, Alexander Scott; Seas, Michael Alan; Kotthoff, Lars; Johnson, Patrick Alfred

Save

The algorithm selection competitions 2015 and 2017

artificial intelligence review

IF4.6

2019-07-01

OAAI

Lindauer, Marius; van Rijn, Jan N.; Kotthoff, Lars

Save

ASlib: A benchmark library for algorithm selection

artificial intelligence review

IF4.6

2016-08-01

143

OAAI

Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Frechette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin

Save

Research Directions