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
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…