Aleksandr V. Petrov

1. A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation
   2022/07/15 by Aleksandr V. Petrov, Craig Macdonald, Petrov, Aleksandr +1 · 9 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
2. Generative Sequential Recommendation with GPTRec
   2023/06/19 by Aleksandr V. Petrov, Craig Macdonald, Petrov, Aleksandr V. +1 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
3. Effective and Efficient Training for Sequential Recommendation using Recency Sampling
   2022/07/06 by Aleksandr V. Petrov, Craig Macdonald, Petrov, Aleksandr +1 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
4. Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning
   2024/03/07 by Aleksandr V. Petrov, Petrov, Aleksandr, Craig Macdonald +1 · 1 citation
   Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms
5. Hypothesis-Driven Shelf Generation for Personalised Recommendation
   2026/07/28 by Aleksandr Petrov, Aleksandr V. Petrov, Tarun Chillara +16
   Computer Science · #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Topic Modeling #cs.IR