Aleksandr V. Petrov

32 papers A* 2A 6Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Limit Theorems in the Problem of Optimal Linear Transformation.
Oper. Res. Forum
Vasily N. Malozemov, Aleksandr V. Petrov
2025 A conf
Balancing Accuracy and Novelty with Sub-Item Popularity.
RecSys
Chiara Mallamaci, Aleksandr V. Petrov, Alberto Carlo Maria Mancino, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald
2025 — conf
CountNet: Utilising Repetition Counts in Sequential Recommendation.
ECIR (3)
Aleksandr V. Petrov, Efi Karra Taniskidou, Sean Murphy
2025 J jnl
Do LLM-judges Align with Human Relevance in Cranfield-style Recommender Evaluation?
CoRR
Gustavo Penha, Aleksandr V. Petrov, Claudia Hauff, Enrico Palumbo, Ali Vardasbi, Edoardo D'Amico, Francesco Fabbri, Alice Wang, Praveen Chandar, Henrik Lindström, Hugues Bouchard, Mounia Lalmas
2025 A* conf
Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings.
SIGIR
Aleksandr V. Petrov, Craig Macdonald, Nicola Tonellotto
2025 J jnl
Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings.
CoRR
Aleksandr V. Petrov, Craig Macdonald, Nicola Tonellotto
2025 J jnl
GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation.
CoRR
Krishna Acharya, Aleksandr V. Petrov, Juba Ziani
2025 — conf
Improving Minimax Group Fairness in Sequential Recommendation.
ECIR (4)
Krishna Acharya, David Wardrope, Timos Korres, Aleksandr V. Petrov, Anders Uhrenholt
2025 J jnl
Improving Minimax Group Fairness in Sequential Recommendation.
CoRR
Krishna Acharya, David Wardrope, Timos Korres, Aleksandr V. Petrov, Anders Uhrenholt
2025 J jnl
LLMs for estimating positional bias in logged interaction data.
CoRR
Aleksandr V. Petrov, Michael Murtagh, Karthik Nagesh
2025 J jnl
RSS: Effective and Efficient Training for Sequential Recommendation Using Recency Sampling.
Trans. Recomm. Syst.
Aleksandr V. Petrov, Craig Macdonald
2025 A conf
eSASRec: Enhancing Transformer-based Recommendations in a Modular Fashion.
RecSys
Daria Tikhonovich, Nikita Zelinskiy, Aleksandr V. Petrov, Mayya Spirina, Andrei Semenov, Andrey V. Savchenko, Sergei Kuliev
2025 J jnl
eSASRec: Enhancing Transformer-based Recommendations in a Modular Fashion.
CoRR
Daria Tikhonovich, Nikita Zelinskiy, Aleksandr V. Petrov, Mayya Spirina, Andrei Semenov, Andrey V. Savchenko, Sergei Kuliev
2024 J jnl
Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning.
CoRR
Aleksandr V. Petrov, Craig Macdonald
2024 — conf
Effective and Efficient Transformer Models for Sequential Recommendation.
ECIR (5)
Aleksandr V. Petrov
2024 A conf
Effective and Efficient Transformer Models for Sequential Recommendation.
WSDM
Aleksandr V. Petrov
2024 J jnl
Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items.
CoRR
Aleksandr V. Petrov, Craig Macdonald, Nicola Tonellotto
2024 A conf
RecJPQ: Training Large-Catalogue Sequential Recommenders.
WSDM
Aleksandr V. Petrov, Craig Macdonald
2024 — conf
Shallow Cross-Encoders for Low-Latency Retrieval.
ECIR (3)
Aleksandr V. Petrov, Sean MacAvaney, Craig Macdonald
2024 J jnl
Shallow Cross-Encoders for Low-Latency Retrieval.
CoRR
Aleksandr V. Petrov, Sean MacAvaney, Craig Macdonald
2024 — conf
Transformers for Sequential Recommendation.
ECIR (5)
Aleksandr V. Petrov, Craig Macdonald
2024 A* conf
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling (Extended Abstract).
IJCAI
Aleksandr V. Petrov, Craig Macdonald
2023 J jnl
Generative Sequential Recommendation with GPTRec.
CoRR
Aleksandr V. Petrov, Craig Macdonald
2023 J jnl
RecJPQ: Training Large-Catalogue Sequential Recommenders.
CoRR
Aleksandr V. Petrov, Craig Macdonald
2023 J jnl
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling.
CoRR
Aleksandr V. Petrov, Craig Macdonald
2022 A conf
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation.
RecSys
Aleksandr V. Petrov, Craig Macdonald
2022 J jnl
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation.
CoRR
Aleksandr V. Petrov, Craig Macdonald
2022 A conf
Effective and Efficient Training for Sequential Recommendation using Recency Sampling.
RecSys
Aleksandr V. Petrov, Craig Macdonald
2022 J jnl
Effective and Efficient Training for Sequential Recommendation using Recency Sampling.
CoRR
Aleksandr V. Petrov, Craig Macdonald
2022 J jnl
MTS Kion Implicit Contextualised Sequential Dataset for Movie Recommendation.
CoRR
Aleksandr V. Petrov, Ildar Safilo, Daria Tikhonovich, Dmitry I. Ignatov
2021 — conf
Attention-based neural re-ranking approach for next city in trip recommendations.
WebTour@WSDM
Aleksandr V. Petrov, Yuriy Makarov
2021 J jnl
Attention-based neural re-ranking approach for next city in trip recommendations.
CoRR
Aleksandr V. Petrov, Yuriy Makarov