Edwin V. Bonilla
Scholar

Edwin V. Bonilla

Google Scholar ID: uDLRZQMAAAAJ
Principal Research Scientist, CSIRO's Data61
Machine LearningBayesian StatisticsProbabilistic InferenceArtificial IntelligenceGaussian Processes
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Citations & Impact
All-time
Citations
2,856
 
H-index
26
 
i10-index
38
 
Publications
20
 
Co-authors
54
list available
Contact
No contact links provided.
Publications
12 items
Variational Learning of Fractional Posteriors
2026
Cited
0
Active Flow Matching
2026
Cited
0
Causal Preference Elicitation
2026
Cited
0
Multi-Scale Wavelet Transformers for Operator Learning of Dynamical Systems
2026
Cited
0
Ordering-based Causal Discovery via Generalized Score Matching
2026
Cited
0
Generative Bayesian Optimization: Generative Models as Acquisition Functions
2025
Cited
0
Amortized Active Generation of Pareto Sets
2025
Cited
0
Thompson Sampling in Function Spaces via Neural Operators
2025
Cited
0
Resume (English only)
Co-authors
54 total
Michael O'Boyle
Michael O'Boyle
Professor of Computer Science, University of Edinburgh
Chris Williams
Chris Williams
Professor of Machine Learning, University of Edinburgh
Grigori Fursin
Grigori Fursin
Head of AI Systems R&D Lab; Founder @ cTuning & cKnowledge.org
Maurizio Filippone
Maurizio Filippone
Associate Professor - Statistics Program, KAUST
Amir Dezfouli
Amir Dezfouli
BIMLOGIQ
Fabio Ramos
Fabio Ramos
University of Sydney and NVIDIA
Co-author 7
Co-author 7
Co-author 8
Co-author 8