Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks

Jan 18, 2020
Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

* 19 pages 

  Access Paper or Ask Questions

Transfer Learning for Performance Modeling of Deep Neural Network Systems

Apr 04, 2019
Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi

* 2 pages, 2 figures, USENIX Conference on Operational Machine Learning, 2019 

  Access Paper or Ask Questions

The Algorithm Selection Competitions 2015 and 2017

Oct 04, 2018
Marius Lindauer, Jan N. van Rijn, Lars Kotthoff


  Access Paper or Ask Questions

Hot-Rodding the Browser Engine: Automatic Configuration of JavaScript Compilers

Jul 11, 2017
Chris Fawcett, Lars Kotthoff, Holger H. Hoos

* 11 pages, long version of a poster presented at CGO 2016 

  Access Paper or Ask Questions

mlr Tutorial

Sep 18, 2016
Julia Schiffner, Bernd Bischl, Michel Lang, Jakob Richter, Zachary M. Jones, Philipp Probst, Florian Pfisterer, Mason Gallo, Dominik Kirchhoff, Tobias Kühn, Janek Thomas, Lars Kotthoff


  Access Paper or Ask Questions

ASlib: A Benchmark Library for Algorithm Selection

Apr 06, 2016
Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Frechette, Holger Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren

* Accepted to be published in Artificial Intelligence Journal 

  Access Paper or Ask Questions

ICON Challenge on Algorithm Selection

Nov 12, 2015
Lars Kotthoff


  Access Paper or Ask Questions

The Inductive Constraint Programming Loop

Oct 12, 2015
Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis

* 17 pages, 9 figures 

  Access Paper or Ask Questions

LLAMA: Leveraging Learning to Automatically Manage Algorithms

Apr 30, 2014
Lars Kotthoff


  Access Paper or Ask Questions

Proteus: A Hierarchical Portfolio of Solvers and Transformations

Feb 17, 2014
Barry Hurley, Lars Kotthoff, Yuri Malitsky, Barry O'Sullivan

* 11th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems. The final publication is available at link.springer.com 

  Access Paper or Ask Questions

Ranking Algorithms by Performance

Nov 18, 2013
Lars Kotthoff


  Access Paper or Ask Questions

Algorithm Selection for Combinatorial Search Problems: A Survey

Oct 30, 2012
Lars Kotthoff


  Access Paper or Ask Questions

Qualitative Modelling via Constraint Programming: Past, Present and Future

Sep 18, 2012
Thomas W. Kelsey, Lars Kotthoff, Christoffer A. Jefferson, Stephen A. Linton, Ian Miguel, Peter Nightingale, Ian P. Gent

* 15 pages plus references 

  Access Paper or Ask Questions

A framework for large-scale distributed AI search across disconnected heterogeneous infrastructures

Sep 16, 2012
Lars Kotthoff, Tom Kelsey, Martin McCaffery

* 18 pages plus references. arXiv admin note: substantial text overlap with arXiv:1008.4328 

  Access Paper or Ask Questions

Modelling Constraint Solver Architecture Design as a Constraint Problem

Oct 28, 2011
Ian P. Gent, Chris Jefferson, Lars Kotthoff, Ian Miguel


  Access Paper or Ask Questions

Distributed solving through model splitting

Aug 25, 2010
Lars Kotthoff, Neil C. A. Moore


  Access Paper or Ask Questions

Machine learning for constraint solver design -- A case study for the alldifferent constraint

Aug 25, 2010
Ian Gent, Lars Kotthoff, Ian Miguel, Peter Nightingale


  Access Paper or Ask Questions

Using machine learning to make constraint solver implementation decisions

May 19, 2010
Lars Kotthoff, Ian Gent, Ian Miguel


  Access Paper or Ask Questions

The Exact Closest String Problem as a Constraint Satisfaction Problem

May 01, 2010
Tom Kelsey, Lars Kotthoff


  Access Paper or Ask Questions

Dominion -- A constraint solver generator

Jan 31, 2010
Lars Kotthoff


  Access Paper or Ask Questions

Constraint solvers: An empirical evaluation of design decisions

Jan 31, 2010
Lars Kotthoff


  Access Paper or Ask Questions