Scaling Session-Based Transformer Recommendations using Optimized Negative Sampling and Loss Functions

27 July 2023

Papers citing "Scaling Session-Based Transformer Recommendations using Optimized Negative Sampling and Loss Functions"

10 / 10 papers shown

Title
Real-Time Personalization with Simple Transformers Lin An Andrew A. Li Vaisnavi Nemala Gabriel Visotsky 62 0 0 01 Mar 2025
Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs Gleb Mezentsev Danil I. Gusak Ivan Oseledets Evgeny Frolov 52 2 0 27 Sep 2024
RePlay: a Recommendation Framework for Experimentation and Production Use Alexey Vasilev Anna Volodkevich Denis Kulandin Tatiana Bysheva Anton Klenitskiy 43 0 0 11 Sep 2024
RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders Danil I. Gusak Gleb Mezentsev Ivan Oseledets Evgeny Frolov 65 3 0 05 Aug 2024
Pareto Front Approximation for Multi-Objective Session-Based Recommender Systems Timo Wilm Philipp Normann Felix Stepprath 80 2 0 23 Jul 2024
Negative Feedback for Music Personalization M. J. Mei Oliver Bembom Andreas Ehmann 43 0 0 06 Jun 2024
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 120 2,390 0 20 Aug 2018
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations Balázs Hidasi Alexandros Karatzoglou 45 826 0 12 Jun 2017
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 62 2,055 0 21 Nov 2015
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 111 5,696 0 09 May 2012