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researcher

Brian Liu

9 papers hereh-index 8116 citations19 works total

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

author position
  • first author8
  • middle author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.CV1
  • cs.HC1
  • cs.LG1
  • cs.SI1
  • math.OC1
same name
  • Brian Liu — 3 papers, h 3
  • Brian Liu — 2 papers, h 3
  • Brian Liu — 2 papers, h 2
  • Brian Liu — 1 paper, h 0
  • Brian Liu — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedOffline Handwritten Chinese Text Recognition with Convolutional Neural Networks

9 citations · 21 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

math.OC2025

MOSS: Multi-Objective Optimization for Stable Rule Sets

Brian Liu, Rahul Mazumder

We present MOSS, a multi-objective optimization framework for constructing stable sets of decision rules. MOSS incorporates three important criteria for interpretability: sparsity,…

stat.ML2025

Extracting Interpretable Models from Tree Ensembles: Computational and Statistical Perspectives

Brian Liu, Rahul Mazumder, Peter Radchenko

Tree ensembles are non-parametric methods widely recognized for their accuracy and ability to capture complex interactions. While these models excel at prediction, they are difficu…

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