Bernd Bischl - Publications, H-index & Citations

Bernd Bischl

Harvard University

44H指数

365论文数

9.5K被引数

收录论文 20

发表时间

A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data 大样本中性对比研究：低维数据上的生存模型

Bioinformatics

IF5.4

2026-04-16

OAAI

Lukas Burk; John Zobolas; Bernd Bischl; Andreas Bender; Marvin N Wright; Raphael Sonabend; null

Smoothing the Edges: Smooth Optimization for Sparse Regularization Using Hadamard Overparametrization 平滑边缘：使用Hadamard超参数化进行稀疏正则化的平滑优化

Machine Learning

IF2.9

2026-04-02

OAAI

Chris Kolb; Christian L. Müller; Bernd Bischl; David Rügamer

On Training Survival Models with Scoring Rules 基于评分规则的生存模型训练

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII

IF0

2026-01-01

PREAI

Kopper, Philipp; Ruegamer, David; Sonabend, Raphael; Bischl, Bernd; Bender, Andreas

Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration for Exosuit Personalization

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK AND APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT VIII

IF0

2026-01-01

PREAI

Rodemann, Julian; Croppi, Federico; Arens, Philipp; Sale, Yusuf; Herbinger, Julia; Bischl, Bernd; Huellermeier, Eyke; Augustin, Thomas; Walsh, Conor J.; Casalicchio, Giuseppe

OpenML: Insights from 10 years and more than a thousand papers OpenML：十年来的洞见与一千多篇论文的成果

Patterns

IF7.4

2025-07-03

OAAI

Bernd Bischl; Giuseppe Casalicchio; Taniya Das; Matthias Feurer; Sebastian Fischer; Pieter Gijsbers; Subhaditya Mukherjee; Andreas C. Müller; László Németh; Luis Oala; Lennart Purucker; Sahithya Ravi; Jan N. van Rijn; Prabhant Singh; Joaquin Vanschoren; Jos van der Velde; Marcel Wever

Predicting T cell receptor functionality against mutant epitopes

CELL GENOMICS

IF9

2024-09-01

OAAI

Drost, Felix; Dorigatti, Emilio; Straub, Adrian; Hilgendorf, Philipp; Wagner, Karolin I.; Heyer, Kersten; Montes, Marta Lopez; Bischl, Bernd; Busch, Dirk H.; Schober, Kilian; Schubert, Benjamin

Distributed non-disclosive validation of predictive models by a modified ROC-GLM

BMC MEDICAL RESEARCH METHODOLOGY

IF3.4

2024-08-29

OAAI

Schalk, Daniel; Rehms, Raphael; Hoffmann, Verena S.; Bischl, Bernd; Mansmann, Ulrich

A self-supervised deep learning method for data-efficient training in genomics

COMMUNICATIONS BIOLOGY

IF5.1

2023-09-11

OAAI

Guenduez, Hueseyin Anil; Binder, Martin; To, Xiao-Yin; Mreches, Rene; Bischl, Bernd; McHardy, Alice C.; Muench, Philipp C.; Rezaei, Mina

A Comprehensive Machine Learning Benchmark Study for Radiomics-Based Survival Analysis of CT Imaging Data in Patients With Hepatic Metastases of CRC

INVESTIGATIVE RADIOLOGY

IF8

2023-07-28

OAAI

Stueber, Anna Theresa; Coors, Stefan; Schachtner, Balthasar; Weber, Tobias; Ruegamer, David; Bender, Andreas; Mittermeier, Andreas; Oecal, Osman; Seidensticker, Max; Ricke, Jens; Bischl, Bernd; Ingrisch, Michael

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges 超参数优化: 基础、算法、最佳实践和开放挑战

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2023-01-16

243

OAAI

Bischl, Bernd; Binder, Martin; Lang, Michel; Pielok, Tobias; Richter, Jakob; Coors, Stefan; Thomas, Janek; Ullmann, Theresa; Becker, Marc; Boulesteix, Anne-Laure; Deng, Difan; Lindauer, Marius

deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2023-01-01

OAAI

Ruegamer, David; Kolb, Chris; Fritz, Cornelius; Pfisterer, Florian; Kopper, Philipp; Bischl, Bernd; Shen, Ruolin; Bukas, Christina; de Andrade e Sousa, Lisa Barros; Thalmeier, Dominik; Baumann, Philipp F. M.; Kook, Lucas; Klein, Nadja; Mueller, Christian L.

Auxiliary Cross-Modal Representation Learning With Triplet Loss Functions for Online Handwriting Recognition

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Ott, Felix; Ruegamer, David; Heublein, Lucas; Bischl, Bernd; Mutschler, Christopher

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

Automated Online Experiment-Driven Adaptation-Mechanics and Cost Aspects

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Gerostathopoulos, Ilias; Plasil, Frantisek; Prehofer, Christian; Thomas, Janek; Bischl, Bernd

Predicting personality from patterns of behavior collected with smartphones

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-07-14

136

OAAI

Stachl, Clemens; Au, Quay; Schoedel, Ramona; Gosling, Samuel D.; Harari, Gabriella M.; Buschek, Daniel; Voelkel, Sarah Theres; Schuwerk, Tobias; Oldemeier, Michelle; Ullmann, Theresa; Hussmann, Heinrich; Bischl, Bernd; Buehner, Markus

High-Resolution Motor State Detection in Parkinson's Disease Using Convolutional Neural Networks

SCIENTIFIC REPORTS

IF3.9

2020-04-03

OAAI

Pfister, Franz M. J.; Um, Terry Taewoong; Pichler, Daniel C.; Goschenhofer, Jann; Abedinpour, Kian; Lang, Muriel; Endo, Satoshi; Ceballos-Baumann, Andres O.; Hirche, Sandra; Bischl, Bernd; Kulic, Dana; Fietzek, Urban M.

Predicting instructed simulation and dissimulation when screening for depressive symptoms

EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE

IF3.7

2018-12-12

PREAI

Goerigk, Stephan; Hilbert, Sven; Jobst, Andrea; Falkai, Peter; Buehner, Markus; Stachl, Clemens; Bischl, Bernd; Coors, Stefan; Ehring, Thomas; Padberg, Frank; Sarubin, Nina

Personality Traits Predict Smartphone Usage

EUROPEAN JOURNAL OF PERSONALITY

IF3.7

2017-11-01

PREAI

Stachl, Clemens; Hilbert, Sven; Au, Jiew-Quay; Buschek, Daniel; De Luca, Alexander; Bischl, Bernd; Hussmann, Heinrich; Buehner, Markus

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

Huge Music Archives on Mobile Devices [Toward an automated dynamic organization]

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2011-07-01

PREAI

Blume, Holger; Bischl, Bernd; Botteck, Martin; Igel, Christian; Martin, Rainer; Roetter, Guenther; Rudolph, Guenter; Theimer, Wolfgang; Vatolkin, Igor; Weihs, Claus

研究方向