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A. Konstantinov

36 papers hereh-index 10560 citations56 works total

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

author position
  • first author18
  • middle author7
  • last author9

Across the 34 of 36 papers where every author was matched, so the position is known.

fields
  • cs.LG34
  • stat.ML2
same name
  • A. Konstantinov — 39 papers, h 34
  • A. Konstantinov — 5 papers, h 4
  • A. Konstantinov — 4 papers, h 5
  • A. Konstantinov — 3 papers, h 10
  • A. Konstantinov — 2 papers, h 1
  • A. Konstantinov — 2 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

activity
20192026
most citedAGBoost: Attention-based Modification of Gradient Boosting Machine

6 citations · 18 across the 33 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019

An Adaptive Weighted Deep Forest Classifier

Lev V. Utkin, Andrei V. Konstantinov, Viacheslav S. Chukanov +2

A modification of the confidence screening mechanism based on adaptive weighing of every training instance at each cascade level of the Deep Forest is proposed. The idea underlying…

stat.ML2019

A weighted random survival forest

Lev V. Utkin, Andrei V. Konstantinov, Viacheslav S. Chukanov +3

A weighted random survival forest is presented in the paper. It can be regarded as a modification of the random forest improving its performance. The main idea underlying the propo…

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