Agustinus Kristiadi
Scholar

Agustinus Kristiadi

Google Scholar ID: _1qe2mYAAAAJ
Assistant Professor, Western University
Machine LearningUncertainty QuantificationDecision-MakingAI4Science
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Citations & Impact
All-time
Citations
1,476
 
H-index
14
 
i10-index
17
 
Publications
20
 
Co-authors
58
list available
Contact
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Publications
9 items
Limits of PRM-Guided Tree Search for Mathematical Reasoning with LLMs
2025
Cited
0
Introduction to the Analysis of Probabilistic Decision-Making Algorithms
2025
Cited
0
Simplifying Bayesian Optimization Via In-Context Direct Optimum Sampling
2025
Cited
0
FlashMD: long-stride, universal prediction of molecular dynamics
2025
Cited
0
One Set to Rule Them All: How to Obtain General Chemical Conditions via Bayesian Optimization over Curried Functions
2025
Cited
0
Towards Cost-Effective Reward Guided Text Generation
2025
Cited
0
Position: Curvature Matrices Should Be Democratized via Linear Operators
2025
Cited
0
Uncertainty-Guided Optimization on Large Language Model Search Trees
arXiv.org · 2024
Cited
3
Resume (English only)
Co-authors
58 total
Philipp Hennig
Philipp Hennig
University of Tübingen
Runa Eschenhagen
Runa Eschenhagen
PhD student, University of Cambridge
Matthias Hein
Matthias Hein
Professor of Computer Science, University of Tübingen
Alexander Immer
Alexander Immer
PhD student, ETH Zürich, Max Planck Institute for Intelligent Systems
Asja Fischer
Asja Fischer
Professor for Machine Learning, Ruhr University Bochum
Erik Daxberger
Erik Daxberger
Apple
Pascal Poupart
Pascal Poupart
University of Waterloo
Vincent Fortuin
Vincent Fortuin
Principal Investigator, Helmholtz AI & TU Munich