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T. Isaac

3 papers hereh-index 131.3k citations33 works total

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

author position
  • sole author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • math.NA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedRobust Expected Information Gain for Optimal Bayesian Experimental Design Using Ambiguity Sets

5 citations · 5 across the 2 of their papers we have counts for

collaborators

3 papers

stat.ML2022★ 5 cited

Robust Expected Information Gain for Optimal Bayesian Experimental Design Using Ambiguity Sets

Jinwoo Go, Tobin Isaac

The ranking of experiments by expected information gain (EIG) in Bayesian experimental design is sensitive to changes in the model's prior distribution, and the approximation of EI…

cs.CE2022

Inferring ice sheet damage models from limited observations using CRIKit: the Constitutive Relation Inference Toolkit

Grant Bruer, Tobin Isaac

We examine the prospect of learning ice sheet damage models from observational data. Our approach, implemented in CRIKit (the Constitutive Relation Inference Toolkit), is to model…

math.NA2020

Recursive, parameter-free, explicitly defined interpolation nodes for simplices

Tobin Isaac

A rule for constructing interpolation nodes for nth degree polynomials on the simplex is presented. These nodes are simple to define recursively from families of 1D node sets, su…

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