Michel Lang

发表

Black-Box Optimization Toolkit [R package bbotk version 0.2.1]

Bernd Bischl, Jakob Richter, Marc Becker, 2020 .

Unified Interface to Parallelization Back-Ends [R package parallelMap version 1.5.0]

Bernd Bischl, Patrick Schratz, Michel Lang, 2020 .

Machine Learning in R [R package mlr version 2.18.0]

Bernd Bischl, Lars Kotthoff, Patrick Schratz, 2020 .

Quantifying the uncertainty in discharge data using hydraulic knowledge and uncertain gaugings: a Bayesian method named BaRatin

Jérôme Le Coz, Michel Lang, Flora Branger, 2015 .

Preprocessing Operators and Pipelines for 'mlr3' [R package mlr3pipelines version 0.3.0]

Bernd Bischl, Florian Pfisterer, Michel Lang, 2020 .

Benchmark for filter methods for feature selection in high-dimensional classification data

Bernd Bischl, Jörg Rahnenführer, Michel Lang, 2020, Comput. Stat. Data Anal..

Real-time Bayesian estimation of stage-discharge rating curves during floods

J. Le Coz, Michel Lang, M. Darienzo, 2018 .

Precipitation forecasting through an analog sorting technique: a comparative study

Michel Lang, Guillaume Bontron, Eric Sauquet, 2010 .

Define and Work with Parameter Spaces for Complex Algorithms [R package paradox version 0.6.0]

Bernd Bischl, Jakob Richter, Michel Lang, 2020 .

Machine Learning in R - Next Generation [R package mlr3 version 0.8.0]

Bernd Bischl, Patrick Schratz, Jakob Richter, 2020 .

Fast and URL-Safe Base64 Encoder and Decoder [R package base64url version 1.4]

Michel Lang, 2018 .

Filter Based Feature Selection for 'mlr3' [R package mlr3filters version 0.4.0]

Bernd Bischl, Patrick Schratz, Michel Lang, 2020 .

mlr3proba: an R package for machine learning in survival analysis

Bernd Bischl, Andreas Bender, Michel Lang, 2020, Bioinform..

Feature Selection for 'mlr3' [R package mlr3fselect version 0.4.0]

Bernd Bischl, Patrick Schratz, Michel Lang, 2020 .

Visualizations for 'mlr3' [R package mlr3viz version 0.5.0]

Patrick Schratz, Michel Lang, Raphael Sonabend, 2020 .

Easily Install and Load the 'mlr3' Package Family [R package mlr3verse version 0.1.3]

Patrick Schratz, Michel Lang, 2020 .

Tools for Computation on Batch Systems [R package batchtools version 0.9.14]

Bernd Bischl, Michel Lang, B. Bischl, 2020 .

Patrick Schratz, Stefan Coors, Michel Lang, 2020 .

Cartographical Approaches to Visualize Overlapped Locations of Major Historical Floods on Territories

Paule-Annick Davoine, Marlène Villanova-Oliver, Michel Lang, 2015, ICC 2015.

OpenML Benchmarking Suites

Bernd Bischl, Rafael G. Mantovani, Joaquin Vanschoren, 2017, 1708.03731.

Fast and Versatile Argument Checks [R package checkmate version 2.0.0]

Michel Lang, 2020 .

mlr3: A modern object-oriented machine learning framework in R

Bernd Bischl, Lars Kotthoff, Patrick Schratz, 2019, J. Open Source Softw..

mlr3proba: Machine Learning Survival Analysis in R pdf

Bernd Bischl, Andreas Bender, Michel Lang, 2020, ArXiv.

Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions [R package mlrMBO version 1.1.5]

Bernd Bischl, Jakob Bossek, Janek Thomas, 2020 .

High Dimensional Restrictive Federated Model Selection with multi-objective Bayesian Optimization over shifted distributions

Bernd Bischl, Florian Pfisterer, Jörg Rahnenführer, 2019, IntelliSys.

Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms

Michel Lang, Jochen Neuhaus, Jörg Rahnenführer, 2020, BMC Bioinformatics.

Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning [R package ParamHelpers version 1.14]

Bernd Bischl, Jakob Bossek, Pascal Kerschke, 2020 .

Probabilistic Supervised Learning for 'mlr3' [R package mlr3proba version 0.2.6]

Franz J. Király, Michel Lang, Raphael Sonabend, 2020 .

Feature Selection Methods for Cost-Constrained Classification in Random Forests pdf

Jörg Rahnenführer, Michel Lang, Rudolf Jagdhuber, 2020, ArXiv.

Predictive performance of flood frequency analysis approaches: a national comparison based on an extensive French dataset.

Michel Lang, Eric Sauquet, Benjamin Renard, 2013 .

Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R pdf

Alexander Brenning, Patrick Schratz, Michel Lang, 2021, ArXiv.

mlr3gallery: Practical Tuning Series - Tuning and Parallel Processing

Bernd Bischl, Jakob Richter, Michel Lang, 2021 .

Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers pdf

Lars Kotthoff, Florian Pfisterer, Michel Lang, 2021, IEEE Transactions on Evolutionary Computation.

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges pdf

Bernd Bischl, Anne-Laure Boulesteix, Marius Lindauer, 2021, WIREs Data. Mining. Knowl. Discov..

Employing an Adjusted Stability Measure for Multi-Criteria Model Fitting on Data Sets with Similar Features pdf

Michel Lang, Andrea Bommert, Jörg Rahnenführer, 2021, ArXiv.

stabm: Stability Measures for Feature Selection

Michel Lang, Andrea Bommert, Michel Lang, 2021, J. Open Source Softw..

Computing on high performance clusters with R : Packages BatchJobs and BatchExperiments Te ch ni ca lR ep or t

Bernd Bischl, Claus Weihs, Olaf Mersmann, 2012 .

Runtime and memory consumption analyses for machine learning R programs

Bernd Bischl, Peter Marwedel, Ingo Korb, 2014, Journal of Statistical Computation and Simulation.

Machine Learning in R

Bernd Bischl, Michel Lang, Jakob Bossek, 2015 .