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researcher

Hyun-sool Bae

7 papers hereh-index 324 citations11 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.OC1
  • q-fin.MF1
  • q-fin.PM1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedReturn Prediction for Mean-Variance Portfolio Selection: How Decision-Focused Learning Shapes Forecasting Models

2 citations · 3 across the 7 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2023

Universal Approximation of Parametric Optimization via Neural Networks with Piecewise Linear Policy Approximation

Hyunglip Bae, Jang Ho Kim, Woo Chang Kim

Parametric optimization solves a family of optimization problems as a function of parameters. It is a critical component in situations where optimal decision making is repeatedly p…

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