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researcher

D. Beloborodov

2 papers hereh-index 224 citations5 works total

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

author position
  • first author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.IR1
  • cs.LG1
same name
  • D. Beloborodov — 1 paper, h 1

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 citedReinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IR2022

Efficient Mixed Dimension Embeddings for Matrix Factorization

Dmitrii Beloborodov, Andrei Zimovnov, Petr Molodyk +1

Despite the prominence of neural network approaches in the field of recommender systems, simple methods such as matrix factorization with quadratic loss are still used in industry…

cs.LG2020★ 4 cited

Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization

Dmitrii Beloborodov, A. E. Ulanov, Jakob N. Foerster +2

Quantum hardware and quantum-inspired algorithms are becoming increasingly popular for combinatorial optimization. However, these algorithms may require careful hyperparameter tuni…

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