Volume 108, Issue 2

Search all AStA Advances in Statistical Analysis articles

June 2024

Bridging the gap between AI and Statistics

11 articles in this issue

Editorial special issue: Bridging the gap between AI and Statistics
Benjamin Säfken
David Rügamer
Editorial 21 June 2024 Pages: 225 - 229
Statistical guarantees for sparse deep learning
Johannes Lederer
Original Paper Open access 24 January 2023 Pages: 231 - 258
Conditional feature importance for mixed data
Kristin Blesch
David S. Watson
Marvin N. Wright
Original Paper Open access 29 April 2023 Pages: 259 - 278
Variational inference: uncertainty quantification in additive models
Jens Lichter
Paul F V Wiemann
Thomas Kneib
Original Paper Open access 03 April 2024 Pages: 279 - 331
A Bayesian approach to modeling topic-metadata relationships
Patrick Schulze
Simon Wiegrebe
Matthias Aßenmacher
Original Paper Open access 03 November 2023 Pages: 333 - 349
Mixture of experts distributional regression: implementation using robust estimation with adaptive first-order methods
David Rügamer
Florian Pfisterer
Bettina Grün
Original Paper Open access 15 November 2023 Pages: 351 - 373
Bernstein flows for flexible posteriors in variational Bayes
Oliver Dürr
Stefan Hörtling
Beate Sick
Original Paper Open access 03 April 2024 Pages: 375 - 394
Deducing neighborhoods of classes from a fitted model
Alexander Gerharz
Andreas Groll
Gunther Schauberger
Original Paper Open access 08 May 2024 Pages: 395 - 425
Debiasing SHAP scores in random forests
Markus Loecher
Original Paper Open access 22 August 2023 Pages: 427 - 440
Using sequential statistical tests for efficient hyperparameter tuning
Philip Buczak
Andreas Groll
Daniel Horn
Original Paper Open access 14 March 2024 Pages: 441 - 460
Markov-switching decision trees
Timo Adam
Marius Ötting
Rouven Michels
Original Paper Open access 29 May 2024 Pages: 461 - 476

Volume 108, Issue 2

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