List of works - Bernd Bischl

ASlib: A benchmark library for algorithm selection

Corrigendum to "Probing for Sparse and Fast Variable Selection with Model-Based Boosting"

scientific article published on 05 July 2018

Effectiveness of Random Search in SVM hyper-parameter tuning

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

scientific article published on 03 April 2020

Model-agnostic feature importance and effects with dependent features: a conditional subgroup approach

scientific article published in 2023

Multi-Objective Hyperparameter Optimization in Machine Learning—An Overview

scientific article published on 05 September 2023

Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models

scientific article published on 12 July 2023

OpenML ⬇️

OpenML: A Collaborative Science Platform

article

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

scientific article published on 19 June 2017

Predicting instructed simulation and dissimulation when screening for depressive symptoms

scientific article published on 12 December 2018

Predicting personality from patterns of behavior collected with smartphones

scientific article published on 14 July 2020

Probing for Sparse and Fast Variable Selection with Model-Based Boosting

scientific article

The residual-based predictiveness curve: A visual tool to assess the performance of prediction models.

scientific article published on 17 December 2015

To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning

Visualizing the Feature Importance for Black Box Models

scientific article published in 2019

batchtools: Tools for R to work on batch systems

scientific article published on 22 February 2017

compboost: Modular Framework for Component-Wise Boosting

scientific article published on 12 October 2018

mcboost: Multi-Calibration Boosting for R

scientific article published on 06 August 2021

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

scientific article published on 11 December 2019

List of works by Bernd Bischl