Aleksandr V. Petrov

According to our database, Aleksandr V. Petrov authored at least 11 papers between 2021 and 2024.

Collaborative distances:

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

2024

Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning.

Aleksandr V. Petrov, Craig Macdonald

CoRR, 2024

RecJPQ: Training Large-Catalogue Sequential Recommenders.

Aleksandr V. Petrov, Craig Macdonald

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Shallow Cross-Encoders for Low-Latency Retrieval.

Aleksandr V. Petrov, Sean MacAvaney, Craig Macdonald

Proceedings of the Advances in Information Retrieval, 2024

Transformers for Sequential Recommendation.

Aleksandr V. Petrov, Craig Macdonald

Proceedings of the Advances in Information Retrieval, 2024

Effective and Efficient Transformer Models for Sequential Recommendation.

Aleksandr V. Petrov

Proceedings of the Advances in Information Retrieval, 2024

2023

Generative Sequential Recommendation with GPTRec.

Aleksandr V. Petrov, Craig Macdonald

CoRR, 2023

gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling.

Aleksandr Vladimirovich Petrov, Craig MacDonald

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

MTS Kion Implicit Contextualised Sequential Dataset for Movie Recommendation.

Aleksandr V. Petrov, Ildar Safilo, Daria Tikhonovich, Dmitry I. Ignatov

CoRR, 2022

A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation.

Aleksandr V. Petrov, Craig Macdonald

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Effective and Efficient Training for Sequential Recommendation using Recency Sampling.

Aleksandr V. Petrov, Craig Macdonald

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2021

Attention-based neural re-ranking approach for next city in trip recommendations.

Aleksandr V. Petrov, Yuriy Makarov

Proceedings of the Workshop on Web Tourism co-located with the 14th ACM International WSDM Conference (WSDM 2021), 2021