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researcher

Isaac Liao

2 papers hereh-index 15 citations2 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.DS1
  • cs.LG1
same name
  • Isaac Liao — 4 papers, h 4

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

most citedA Simple 2-Approximation for Maximum-Leaf Spanning Tree

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.DS2023★ 2 cited

A Simple 2-Approximation for Maximum-Leaf Spanning Tree

I-Cheng Liao, Hsueh-I Lu

For an m-edge connected simple graph G, finding a spanning tree of G with the maximum number of leaves is MAXSNP-complete. The problem remains NP-complete even if G is plan…

cs.LG2022★ 1 cited

Learning to Optimize Quasi-Newton Methods

Isaac Liao, Rumen R. Dangovski, Jakob N. Foerster +1

Fast gradient-based optimization algorithms have become increasingly essential for the computationally efficient training of machine learning models. One technique is to multiply t…

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