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researcher

Li Liu

2 papers hereh-index 32.9k citations4 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
  • cs.LG1
  • stat.ML1
same name
  • Li Liu — 25 papers, h 50
  • Li Liu — 16 papers, h 10
  • Li Liu — 14 papers, h 9
  • Li Liu — 14 papers, h 8
  • Li Liu — 12 papers, h 27
  • Li Liu — 11 papers, h 5

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 Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

2.7k citations · 2.7k across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2022★ 1 cited

KL-divergence Based Deep Learning for Discrete Time Model

Li Liu, Xiangeng Fang, Di Wang +2

Neural Network (Deep Learning) is a modern model in Artificial Intelligence and it has been exploited in Survival Analysis. Although several improvements have been shown by previou…

cs.LG2020★ 2.7k cited

A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

Moloud Abdar, Farhad Pourpanah, Sadiq Hussain +9

Uncertainty quantification (UQ) plays a pivotal role in reduction of uncertainties during both optimization and decision making processes. It can be applied to solve a variety of r…

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