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researcher

J. K. Brubaker

12 papers hereh-index 5402 citations13 works total

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

author position
  • first author2
  • middle author10

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

fields
  • cs.LG5
  • cs.AI2
  • quant-ph2
  • cond-mat.dis-nn1
  • math.OC1
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedCombinatorial Optimization with Physics-Inspired Graph Neural Networks

208 citations · 302 across the 11 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

A Constraint Programming Approach for n-Day Lookahead Playoff Clinching in the NHL

Gili Rosenberg, Kyle E. C. Booth, J. Kyle Brubaker +1

In professional sports, a team has clinched the playoffs if they are guaranteed a postseason spot, regardless of the outcomes of any remaining games. As the season progresses, spor…

cs.AI2023★ 19 cited

Explainable AI using expressive Boolean formulas

Gili Rosenberg, J. Kyle Brubaker, Martin J. A. Schuetz +6

We propose and implement an interpretable machine learning classification model for Explainable AI (XAI) based on expressive Boolean formulas. Potential applications include credit…

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