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Bernd Bischl

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 14, 2026, 11:22 PM AMS

6

papers

165

total citations

papers (6)

Explaining Hyperparameter Optimization via Partial Dependence Plots

NEURIPS 2021arXiv

FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation

NEURIPS 2022arXiv

Position: Why We Must Rethink Empirical Research in Machine Learning

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

Calibrating LLMs with Information-Theoretic Evidential Deep Learning

Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?