Effective and Efficient Training for Sequential Recommendation using Recency Sampling

6 July 2022

Papers citing "Effective and Efficient Training for Sequential Recommendation using Recency Sampling"

13 / 13 papers shown

Title
DeBaTeR: Denoising Bipartite Temporal Graph for Recommendation Xinyu He Jose Sepulveda Mostafa Rahmani Alyssa Woo Fei Wang Hanghang Tong 21 0 0 14 Nov 2024
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems Hung Vinh Tran Tong Chen Quoc Viet Hung Nguyen Zi-Rui Huang Lizhen Cui Hongzhi Yin 41 1 0 25 Jun 2024
Non-autoregressive Personalized Bundle Generation Wenchuan Yang Cheng Yang Jichao Li Yuejin Tan Xin Lu Chuan Shi 28 0 0 11 Jun 2024
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 18 4 0 11 Dec 2023
Dynamic Collaborative Filtering for Matrix- and Tensor-based Recommender Systems Albert Saiapin Ivan V. Oseledets Evgeny Frolov HAI 11 0 0 04 Dec 2023
Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec? Anton Klenitskiy Alexey Vasilev 11 31 0 14 Sep 2023
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling Aleksandr V. Petrov Craig Macdonald 21 33 0 14 Aug 2023
Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations Filippo Betello F. Siciliano Pushkar Mishra Fabrizio Silvestri AAML 21 6 0 24 Jul 2023
Integrating Item Relevance in Training Loss for Sequential Recommender Systems Andrea Bacciu F. Siciliano Nicola Tonellotto Fabrizio Silvestri NoLa 20 11 0 18 May 2023
Attention Mixtures for Time-Aware Sequential Recommendation Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 28 21 0 17 Apr 2023
Improving Sequential Recommendation Models with an Enhanced Loss Function Fan Li Shenbao Yu Feng Zeng Fang Yang 22 1 0 03 Jan 2023
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation Aleksandr V. Petrov Craig Macdonald 25 45 0 15 Jul 2022
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 109 145 0 02 May 2021