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researcher

Chapman Siu

8 papers hereh-index 469 citations14 works total

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

author position
  • sole author4
  • first author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedTreeGrad: Transferring Tree Ensembles to Neural Networks

2 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ML2018★ 2 cited

Automatic Induction of Neural Network Decision Tree Algorithms

Chapman Siu

This work presents an approach to automatically induction for non-greedy decision trees constructed from neural network architecture. This construction can be used to transfer weig…

stat.ML2018

Diverse Online Feature Selection

Chapman Siu, Richard Yi Da Xu

Online feature selection has been an active research area in recent years. We propose a novel diverse online feature selection method based on Determinantal Point Processes (DPP).…

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