متابعة
Aleksandr V. Petrov
Aleksandr V. Petrov
PhD Candidate, University of Glasgow
بريد إلكتروني تم التحقق منه على research.gla.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation
A Petrov, C Macdonald
Proceedings of the 16th ACM Conference on Recommender Systems, 436–447, 2022
602022
Generative Sequential Recommendation with GPTRec
A Petrov, C Macdonald
Proceedings of Gen-IR@SIGIR, July 27th, 2023, Taipei, Taiwan, 2023
552023
RSS: Effective and Efficient Training for Sequential Recommendation using Recency Sampling
A Petrov, C Macdonald
ACM Transactions on Recommender Systems (ACM TORS), 2023
492023
gSASRec: Reducing overconfidence in sequential recommendation trained with negative sampling
AV Petrov, C Macdonald
Proceedings of the 17th ACM Conference on Recommender Systems, 116-128, 2023
362023
Attention-based neural re-ranking approach for next city in trip recommendations
A Petrov, Y Makarov
Proceedings of the ACM WSDM WebTour 2021, March 12th, 2021 Jerusalem, Israel, 2021
102021
Association-Based Identification of Internet Users Interest
M Charnine, A Petrov, I Kuznetsov
Proceedings of the International Conference on Artificial Intelligence (ICAI), 1, 2013
102013
RecJPQ: Training Large-Catalogue Sequential Recommenders
A Petrov, C Macdonald
Proceedings of the 17th ACM international conference on Web Search and Data …, 2024
92024
Методика учета интересов пользователя при работе в сети Internet на основе его профиля и ассоциативных связей
ММ Шарнин, АВ Петров, ИП Кузнецов
Труды XV Всероссийской научной конференции RSDL' 14, 86, 2013
42013
Shallow Cross-Encoders for Low-Latency Retrieval
A Petrov, C Macdonald, S MacAvaney
The 46 European Conference on Information Retrieval, 2024
32024
Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning
AV Petrov, C Macdonald
The 2nd Workshop on Recommendation with Generative Models @ WWW'24, 2024
22024
Enhancing Sequential Music Recommendation with Personalized Popularity Awareness
D Abbattista, VW Anelli, T Di Noia, C Macdonald, AV Petrov
Proceedings of the 18th ACM Conference on Recommender Systems, 1168-1173, 2024
12024
Transformers for sequential recommendation
AV Petrov, C Macdonald
European Conference on Information Retrieval, 369-374, 2024
12024
MTS Kion implicit contextualised sequential dataset for movie recommendation
I Safilo, D Tikhonovich, AV Petrov, DI Ignatov
Doklady Mathematics 108 (Suppl 2), S456-S464, 2023
12023
MTS Kion Implicit Contextualised Sequential Dataset for Movie Recommendation
A Petrov, I Safilo, D Tikhonovich, D Ignatov
ACM RecSys'22 - Workshop on Context Aware Recommender Systems (CARS), 2022
12022
Improving Minimax Group Fairness in Sequential Recommendation
K Acharya, D Wardrope, T Korres, A Petrov, A Uhrenholt
arXiv preprint arXiv:2501.18117, 2025
2025
Recommender Systems
A Petrov, C Macdonald, SB Bruun, C Lioma, M Maistro, DC Rajapakse, ...
ACM Transactions on 3 (1), 2025
2025
Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items
AV Petrov, C Macdonald, N Tonellotto
Proceedings of the 18th ACM Conference on Recommender Systems, 912-917, 2024
2024
Improving Effectiveness by Reducing Overconfidence in Large Catalogue Sequential Recommendation with gBCE loss
AV Petrov, C Macdonald
ACM Transactions on Recommender Systems, 2024
2024
Effective and Efficient Transformer Models for Sequential Recommendation
AV Petrov
Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024
2024
Effective and Efficient Training for Sequential Recommendation using Recency Sampling
A Petrov, C Macdonald
Proceedings of the 16th ACM Conference on Recommender Systems, 81-91, 2022
2022
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مقالات 1–20