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Publications of "Bernd Bischl" ( http://dblp.L3S.de/Authors/Bernd_Bischl )

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Publication years (Num. hits)
2007-2012 (15) 2013-2015 (20) 2016-2018 (25) 2019-2020 (15)
Publication types (Num. hits)
article(41) inproceedings(33) phdthesis(1)
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Found 76 publication records. Showing 75 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Andrea Bommert, Xudong Sun 0002, Bernd Bischl, Jörg Rahnenführer, Michel Lang Benchmark for filter methods for feature selection in high-dimensional classification data. Search on Bibsonomy Computational Statistics & Data Analysis The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Philipp Probst, Anne-Laure Boulesteix, Bernd Bischl Tunability: Importance of Hyperparameters of Machine Learning Algorithms. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2019 DBLP  BibTeX  RDF
1Xudong Sun 0002, Andrea Bommert, Florian Pfisterer, Jörg Rahnenführer, Michel Lang, Bernd Bischl High Dimensional Restrictive Federated Model Selection with multi-objective Bayesian Optimization over shifted distributions. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Florian Pfisterer, Stefan Coors, Janek Thomas, Bernd Bischl Multi-Objective Automatic Machine Learning with AutoxgboostMC. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xudong Sun 0002, Bernd Bischl Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Pieter Gijsbers, Erin LeDell, Janek Thomas, Sébastien Poirier, Bernd Bischl, Joaquin Vanschoren An Open Source AutoML Benchmark. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Quay Au, Daniel Schalk, Giuseppe Casalicchio, Ramona Schödel, Clemens Stachl, Bernd Bischl Component-Wise Boosting of Targets for Multi-Output Prediction. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Laura Beggel, Michael Pfeiffer, Bernd Bischl Robust Anomaly Detection in Images using Adversarial Autoencoders. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xudong Sun 0002, Yu Wang, Alexej Gossmann, Bernd Bischl Resampling-based Assessment of Robustness to Distribution Shift for Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Christian A. Scholbeck, Christoph Molnar, Christian Heumann, Bernd Bischl, Giuseppe Casalicchio Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model Agnostic Interpretations. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Christoph Molnar, Giuseppe Casalicchio, Bernd Bischl Quantifying Interpretability of Arbitrary Machine Learning Models Through Functional Decomposition. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xudong Sun 0002, Jiali Lin, Bernd Bischl ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jann Goschenhofer, Franz Michael Josef Pfister, Kamer Ali Yuksel, Bernd Bischl, Urban Fietzek, Janek Thomas Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Florian Pfisterer, Janek Thomas, Bernd Bischl Towards Human Centered AutoML. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xudong Sun 0002, Andrea Bommert, Florian Pfisterer, Jörg Rähenfürher, Michel Lang, Bernd Bischl High Dimensional Restrictive Federated Model Selection with Multi-objective Bayesian Optimization over Shifted Distributions. Search on Bibsonomy IntelliSys (1) The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Janek Thomas, Andreas Mayr, Bernd Bischl, Matthias Schmid, Adam Smith, Benjamin Hofner Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Search on Bibsonomy Statistics and Computing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Janek Thomas, Tobias Hepp, Andreas Mayr, Bernd Bischl Corrigendum to "Probing for Sparse and Fast Variable Selection with Model-Based Boosting". Search on Bibsonomy Comp. Math. Methods in Medicine The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Christoph Molnar, Giuseppe Casalicchio, Bernd Bischl iml: An R package for Interpretable Machine Learning. Search on Bibsonomy J. Open Source Software The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Daniel Schalk, Janek Thomas, Bernd Bischl compboost: Modular Framework for Component-Wise Boosting. Search on Bibsonomy J. Open Source Software The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Daniel Horn, Aydin Demircioglu, Bernd Bischl, Tobias Glasmachers, Claus Weihs A comparative study on large scale kernelized support vector machines. Search on Bibsonomy Adv. Data Analysis and Classification The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas Müller, Bernd Bischl Learning Multiple Defaults for Machine Learning Algorithms. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Giuseppe Casalicchio, Christoph Molnar, Bernd Bischl Visualizing the Feature Importance for Black Box Models. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Janek Thomas, Stefan Coors, Bernd Bischl Automatic Gradient Boosting. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Daniel Kühn, Philipp Probst, Janek Thomas, Bernd Bischl Automatic Exploration of Machine Learning Experiments on OpenML. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Giuseppe Casalicchio, Christoph Molnar, Bernd Bischl Visualizing the Feature Importance for Black Box Models. Search on Bibsonomy ECML/PKDD (1) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hans Degroote, Patrick De Causmaecker, Bernd Bischl, Lars Kotthoff A Regression-Based Methodology for Online Algorithm Selection. Search on Bibsonomy SOCS The full citation details ... 2018 DBLP  BibTeX  RDF
1Janek Thomas, Tobias Hepp, Andreas Mayr, Bernd Bischl Probing for Sparse and Fast Variable Selection with Model-Based Boosting. Search on Bibsonomy Comp. Math. Methods in Medicine The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Michel Lang, Bernd Bischl, Dirk Surmann batchtools: Tools for R to work on batch systems. Search on Bibsonomy J. Open Source Software The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Giuseppe 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 Networked Machine Learning Platform OpenML. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Frank Hutter, Michel Lang, Rafael Gomes Mantovani, Jan N. van Rijn, Joaquin Vanschoren OpenML Benchmarking Suites and the OpenML100. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Helena 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. Search on Bibsonomy LION The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Leslie Pérez Cáceres, Bernd Bischl, Thomas Stützle Evaluating random forest models for irace. Search on Bibsonomy GECCO (Companion) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Daniel Horn, Melanie Dagge, Xudong Sun 0002, Bernd Bischl First Investigations on Noisy Model-Based Multi-objective Optimization. Search on Bibsonomy EMO The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Michel Lang, Lars Kotthoff, Julia Schiffner, Jakob Richter, Erich Studerus, Giuseppe Casalicchio, Zachary M. Jones mlr: Machine Learning in R. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Thomas Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren ASlib: A benchmark library for algorithm selection. Search on Bibsonomy Artif. Intell. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Julia Schiffner, Bernd Bischl, Michel Lang, Jakob Richter, Zachary M. Jones, Philipp Probst, Florian Pfisterer, Mason Gallo, Dominik Kirchhoff, Tobias Kühn, Janek Thomas, Lars Kotthoff mlr Tutorial. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Aydin Demircioglu, Daniel Horn, Tobias Glasmachers, Bernd Bischl, Claus Weihs Fast model selection by limiting SVM training times. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Jakob Richter, Helena Kotthaus, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer, Michel Lang Faster Model-Based Optimization Through Resource-Aware Scheduling Strategies. Search on Bibsonomy LION The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Hans Degroote, Bernd Bischl, Lars Kotthoff, Patrick De Causmaecker Reinforcement Learning for Automatic Online Algorithm Selection - an Empirical Study. Search on Bibsonomy ITAT The full citation details ... 2016 DBLP  BibTeX  RDF
1Daniel Horn, Bernd Bischl Multi-objective parameter configuration of machine learning algorithms using model-based optimization. Search on Bibsonomy SSCI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Olaf Mersmann, Mike Preuss, Heike Trautmann, Bernd Bischl, Claus Weihs Analyzing the BBOB Results by Means of Benchmarking Concepts. Search on Bibsonomy Evolutionary Computation The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Thomas Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren ASlib: A Benchmark Library for Algorithm Selection. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Bernd Bischl Applying Model-Based Optimization to Hyperparameter Optimization in Machine Learning. Search on Bibsonomy MetaSel@PKDD/ECML The full citation details ... 2015 DBLP  BibTeX  RDF
1Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl Taking machine learning research online with OpenML. Search on Bibsonomy BigMine The full citation details ... 2015 DBLP  BibTeX  RDF
1Dimo Brockhoff, Bernd Bischl, Tobias Wagner The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. Search on Bibsonomy GECCO (Companion) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Jakob Bossek, Bernd Bischl, Tobias Wagner, Günter Rudolph Learning Feature-Parameter Mappings for Parameter Tuning via the Profile Expected Improvement. Search on Bibsonomy GECCO The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren, Bernd Bischl, André C. P. L. F. de Carvalho To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning. Search on Bibsonomy IJCNN The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren, Bernd Bischl, André C. P. L. F. de Carvalho Effectiveness of Random Search in SVM hyper-parameter tuning. Search on Bibsonomy IJCNN The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Daniel Horn, Tobias Wagner, Dirk Biermann, Claus Weihs, Bernd Bischl Model-Based Multi-objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark. Search on Bibsonomy EMO (1) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl, Luís Torgo OpenML: networked science in machine learning. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Bernd Bischl, Simon Wessing, Nadja Bauer, Klaus Friedrichs, Claus Weihs MOI-MBO: Multiobjective Infill for Parallel Model-Based Optimization. Search on Bibsonomy LION The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Nadja Bauer, Klaus Friedrichs, Bernd Bischl, Claus Weihs Fast Model Based Optimization of Tone Onset Detection by Instance Sampling. Search on Bibsonomy ECDA The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Claus Weihs, Daniel Horn, Bernd Bischl Big Data Classification : Aspects on Many Features and Many Observations. Search on Bibsonomy ECDA The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Tobias Kühn, Gero Szepannek On Class Imbalance Correction for Classification Algorithms in Credit Scoring. Search on Bibsonomy OR The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Bernd Bischl Model and Algorithm Selection in Statistical Learning and Optimization. Search on Bibsonomy 2014   RDF
1Olaf Mersmann, Bernd Bischl, Heike Trautmann, Markus Wagner 0007, Jakob Bossek, Frank Neumann 0001 A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem. Search on Bibsonomy Ann. Math. Artif. Intell. The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl, Luís Torgo OpenML: networked science in machine learning. Search on Bibsonomy SIGKDD Explorations The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Jan N. van Rijn, Bernd Bischl, Luís Torgo, Bo Gao 0002, Venkatesh Umaashankar, Simon Fischer 0001, Patrick Winter, Bernd Wiswedel, Michael R. Berthold, Joaquin Vanschoren OpenML: A Collaborative Science Platform. Search on Bibsonomy ECML/PKDD (3) The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Stefan Hess, Tobias Wagner, Bernd Bischl PROGRESS: Progressive Reinforcement-Learning-Based Surrogate Selection. Search on Bibsonomy LION The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Samadhi Nallaperuma, Markus Wagner 0007, Frank Neumann 0001, Bernd Bischl, Olaf Mersmann, Heike Trautmann A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem. Search on Bibsonomy FOGA The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Olaf Mersmann, Heike Trautmann, Claus Weihs Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation. Search on Bibsonomy Evolutionary Computation The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Patrick Koch, Bernd Bischl, Oliver Flasch, Thomas Bartz-Beielstein, Claus Weihs, Wolfgang Konen Tuning and evolution of support vector kernels. Search on Bibsonomy Evolutionary Intelligence The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Olaf Mersmann, Bernd Bischl, Heike Trautmann, Markus Wagner 0007, Frank Neumann 0001 A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Olaf Mersmann, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner 0007, Frank Neumann 0001 Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. Search on Bibsonomy LION The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Olaf Mersmann, Heike Trautmann, Mike Preuß Algorithm selection based on exploratory landscape analysis and cost-sensitive learning. Search on Bibsonomy GECCO The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Oliver Meyer 0002, Bernd Bischl, Claus Weihs Support Vector Machines on Large Data Sets: Simple Parallel Approaches. Search on Bibsonomy GfKl The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Julia Schiffner, Claus Weihs Benchmarking Classification Algorithms on High-Performance Computing Clusters. Search on Bibsonomy GfKl The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Igor Vatolkin, Bernd Bischl, Günter Rudolph, Claus Weihs Statistical Comparison of Classifiers for Multi-objective Feature Selection in Instrument Recognition. Search on Bibsonomy GfKl The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Rötter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs Huge Music Archives on Mobile Devices. Search on Bibsonomy IEEE Signal Process. Mag. The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Olaf Mersmann, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, Günter Rudolph Exploratory landscape analysis. Search on Bibsonomy GECCO The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Igor Vatolkin, Mike Preuss Selecting Small Audio Feature Sets in Music Classification by Means of Asymmetric Mutation. Search on Bibsonomy PPSN (1) The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Claus Weihs, Olaf Mersmann, Bernd Bischl, Arno Fritsch, Heike Trautmann, Till Moritz Karbach, Bernhard Spaan A Case Study on the Use of Statistical Classification Methods in Particle Physics. Search on Bibsonomy GfKl The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Julia Schiffner, Bernd Bischl, Claus Weihs Bias-Variance Analysis of Local Classification Methods. Search on Bibsonomy GfKl The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Gero Szepannek, Bernd Bischl, Claus Weihs On the combination of locally optimal pairwise classifiers. Search on Bibsonomy Eng. Appl. of AI The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Gero Szepannek, Bernd Bischl, Claus Weihs On the Combination of Locally Optimal Pairwise Classifiers. Search on Bibsonomy MLDM The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
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