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researcher

Sung-Hyun Son

6 papers hereh-index 6277 citations14 works total

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

author position
  • middle author1
  • last author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedSafe Predictors for Enforcing Input-Output Specifications

4 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

stat.ML2019★ 2 cited

Kernelized Capsule Networks

Taylor Killian, Justin Goodwin, Olivia Brown +1

Capsule Networks attempt to represent patterns in images in a way that preserves hierarchical spatial relationships. Additionally, research has demonstrated that these techniques m…

cs.LG2019

Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning

Andrew Silva, Taylor Killian, Ivan Dario Jimenez Rodriguez +2

Decision trees are ubiquitous in machine learning for their ease of use and interpretability. Yet, these models are not typically employed in reinforcement learning as they cannot…

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