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researcher

B. Shafei

13 papers hereh-index 9347 citations23 works total

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

author position
  • middle author8
  • last author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • math.OC3
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedJoint Entropy Search for Multi-objective Bayesian Optimization

13 citations · 41 across the 13 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025★ 1 cited

BARK: A Fully Bayesian Tree Kernel for Black-box Optimization

Toby Boyne, Jose Pablo Folch, Robert M Lee +2

We perform Bayesian optimization using a Gaussian process perspective on Bayesian Additive Regression Trees (BART). Our BART Kernel (BARK) uses tree agreement to define a posterior…

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