Michel Lang - Dissemin

Papers authored by Michel Lang

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2017 Bernd Bischl, J.~N van Rijn, Giuseppe Casalicchio, Matthias Feurer, Michel Lang

, Frank Hutter, R.~G Mantovani, Jan N. van Rijn, Joaquin Vanschoren

OpenML Benchmarking Suites and the OpenML100

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Giuseppe Casalicchio, Jakob Bossek, Michel Lang

, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl

OpenML: An R package to connect to the machine learning platform OpenML

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Bernd Bischl, Jakob Richter, Jakob Bossek, Daniel Horn, Janek Thomas, Michel Lang

mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions

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Michel Lang

, Bernd Bischl

, Dirk Surmann

batchtools: Tools for R to work on batch systems

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Michel Lang

checkmate: Fast Argument Checks for Defensive R Programming

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Helena Kotthaus, Jakob Richter, Andreas Lang, Janek Thomas, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer

, Michel Lang

RAMBO: Resource-Aware Model-Based Optimization with Scheduling for Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based Optimization

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Andrea Bommert

, Jörg Rahnenführer

, Michel Lang

A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data

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Jakob Bossek, Michel Lang

, Giuseppe Casalicchio, Dominik Kirchhoff, Pascal Kerschke, Bernd Bischl, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren

OpenML: An R Package to Connect to the Networked Machine Learning Platform OpenML

Download from www.zora.uzh.ch

Michel Lang

Efficient R Programming

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2016 Jakob Richter, Helena Kotthaus, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer

, Michel Lang

Faster Model-Based Optimization Through Resource-Aware Scheduling Strategies

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Bernd Bischl, Michel Lang

, Julia Schiffner, Lars Kotthoff, Jakob Richter, Erich Studerus, Giuseppe Casalicchio, Zachary M. Jones

mlr: Machine Learning in R

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2015 Bernd Bischl, Michel Lang

, Olaf Mersmann, Jörg Rahnenführer

, Claus Weihs

BatchJobsandBatchExperiments: Abstraction Mechanisms for UsingRin Batch Environments

Download from dx.doi.org

2014 Sangkyun Lee, Jörg Rahnenführer

, Michel Lang

, Katleen De Preter, Pieter Mestdagh, Jan Koster, Rogier Versteeg, Raymond L. Stallings, Luigi Varesio, Shahab Asgharzadeh, Johannes H. Schulte, Kathrin Fielitz, Melanie Schwermer, Katharina Morik, Alexander Schramm

Robust Selection of Cancer Survival Signatures from High-Throughput Genomic Data Using Two-Fold Subsampling

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M. Lang

, H. Kotthaus, P. Marwedel, C. Weihs, J. Rahnenführer

, B. Bischl

Automatic model selection for high-dimensional survival analysis

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Helena Kotthaus, Ingo Korb, Michel Lang

, Bernd Bischl, Jörg Rahnenführer

, Peter Marwedel

Runtime and memory consumption analyses for machine learning R programs

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2012 Bernd Bischl, Michel Lang

, Olaf Mersmann, Jörg Rahnenführer, Claus Weihs

Computing on high performance clusters with R: packages batchjobs and batchexperiments

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2011 Michael Backes, Christian Bockermann, Fabian Michael Bohnen, Christoph Borchert, Fabian Clevermann, Björn Dusza, Leo Geppert, Christoph Ide, Felix Jungermann, Jan-Hendrik Köhne, Benedikt Konrad, Dominik Kopczynski, Helena Kotthaus, Patrick Krümpelmann, Marcel Martin and 34 other authors

Providing Information by Resource- Constrained Data Analysis

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Kai Kammers, Michel Lang

, Jan G. Hengstler, Marcus Schmidt, Jörg Rahnenführer

Survival models with preclustered gene groups as covariates

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Papers authored by Michel Lang