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Marius Lindauer

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:51 AM AMS

6

papers

400

total citations

papers (6)

Well-tuned Simple Nets Excel on Tabular Datasets

NEURIPS 2021arXiv

Explaining Hyperparameter Optimization via Partial Dependence Plots

NEURIPS 2021arXiv

PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning

NEURIPS 2023arXiv

Position: A Call to Action for a Human-Centered AutoML Paradigm

Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning

Neural Attention Search

NEURIPS 2025arXiv