Scholar
Maximilian Balandat
Google Scholar ID: xvnfpkMAAAAJ
Research Scientist Manager, Meta
Bayesian Optimization
Gaussian Processes
decision making under uncertainty
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Citations & Impact
All-time
Citations
4,037
H-index
18
i10-index
27
Publications
20
Co-authors
10
list available
Publications
8 items
Efficiently Estimating Optimal Hyperparameter Scaling Laws through Power-Law Entropy Search
2026
Cited
0
Embedding by Elicitation: Dynamic Representations for Bayesian Optimization of System Prompts
2026
Cited
0
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale
2026
Cited
0
Empirical Gaussian Processes
2026
Cited
0
BONSAI: Bayesian Optimization with Natural Simplicity and Interpretability
2026
Cited
0
LILO: Bayesian Optimization with Interactive Natural Language Feedback
2025
Cited
0
Experimenting, Fast and Slow: Bayesian Optimization of Long-term Outcomes with Online Experiments
2025
Cited
0
Unexpected Improvements to Expected Improvement for Bayesian Optimization
Neural Information Processing Systems · 2023
Cited
36
Co-authors
8 total
Eytan Bakshy
Research Director, Meta
Samuel Daulton
Research Scientist, Meta
Claire Tomlin
UC Berkeley
Daniel R. Jiang
Research Scientist, Meta; Adjunct Professor, University of Pittsburgh
David Eriksson
Research Scientist Manager at Meta
Andrew Gordon Wilson
New York University
Brian Karrer
Research Science Manager, Meta
Alexandre Bayen
Professor Electrical Engineering and Computer Science, UC Berkeley
