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Yang Bai

2 papers hereh-index 470 citations12 works total

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

author position
  • first author1
  • middle author1

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

fields
  • q-fin.GN1
  • stat.ME1
same name
  • Yang Bai — 8 papers, h 2
  • Yang Bai — 7 papers, h 3
  • Yang Bai — 7 papers, h 3
  • Yang Bai — 6 papers, h 3
  • Yang Bai — 5 papers, h 3
  • Yang Bai — 5 papers, h 3

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 citedMachine Learning Classification and Portfolio Construction: Does the Loss Function Matter?

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

q-fin.GN2026★ 1 cited

Machine Learning Classification and Portfolio Construction: Does the Loss Function Matter?

Yang Bai, Kuntara Pukthuanthong

Classification outperforms regression across matched machine learning models in portfolio construction. A stacking ensemble of gradient boosted tree, random forest, and neural netw…

stat.ME2026

Multi-transport Distributional Regression

Yuanying Chen, Tongyu Li, Yang Bai +1

We study distribution-on-distribution regression problems in which a response distribution depends on multiple distributional predictors. Such settings arise naturally in applicati…

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