Gleb Mezentsev

According to our database, Gleb Mezentsev authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Exploring the Latent Capacity of LLMs for One-Step Text Generation.

Gleb Mezentsev, Ivan V. Oseledets

CoRR, May, 2025

2024

SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers.

Viktoria Chekalina, Anna Rudenko, Gleb Mezentsev, Alexander Mikhalev, Alexander Panchenko, Ivan V. Oseledets

CoRR, 2024

Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs.

Gleb Mezentsev, Danil Gusak, Ivan V. Oseledets, Evgeny Frolov

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers.

Viktoria Chekalina, Anna Rudenko, Gleb Mezentsev, Aleksandr Mikhalev, Alexander Panchenko, Ivan V. Oseledets

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders.

Danil Gusak, Gleb Mezentsev, Ivan V. Oseledets, Evgeny Frolov

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024