Scholar
Michael Kirchhof
Google Scholar ID: Xtgj8q0AAAAJ
Apple
Uncertainty Quantification
Large Language Models
Machine Learning
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Citations
434
H-index
10
i10-index
12
Publications
20
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0
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Publications
11 items
Expanding LLM Agent Boundaries with Strategy-Guided Exploration
2026
Cited
0
LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss
2026
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0
Learning Unmasking Policies for Diffusion Language Models
2025
Cited
0
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
2025
Cited
0
Pretraining with hierarchical memories: separating long-tail and common knowledge
2025
Cited
0
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
2025
Cited
0
The Geometries of Truth Are Orthogonal Across Tasks
2025
Cited
0
Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents
2025
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0
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