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researcher

Andrea Ponti

12 papers hereh-index 8234 citations47 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • middle author10

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI1
  • cs.CY1
  • cs.SI1
  • eess.SP1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedFair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization

5 citations · 7 across the 10 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025

Wasserstein Barycenter Gaussian Process based Bayesian Optimization

Antonio Candelieri, Andrea Ponti, Francesco Archetti

Gaussian Process based Bayesian Optimization is a widely applied algorithm to learn and optimize under uncertainty, well-known for its sample efficiency. However, recently -- and m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.