Aleksandr V. Petrov
Scholar

Aleksandr V. Petrov

Google Scholar ID: Cw7DY8IAAAAJ
Research Scientist, Spotify
Recommender SystemsInformation RetrievalNatural Language ProcessingDeep Learning
Citations & Impact
All-time
Citations
344
 
H-index
7
 
i10-index
6
 
Publications
20
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • Best Paper Award at RecSys '23 for 'gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling'.
  • Best Paper Nominee at RecSys '22 for 'Effective and Efficient Training for Sequential Recommendation using Recency Sampling'.
  • Sister Conferences Best Paper at IJCAI '24 (extended abstract of gSASRec).
  • Published numerous papers at top-tier venues including SIGIR, ECIR, RecSys, WSDM, IJCAI, and TORS, focusing on sequential recommendation, large-catalogue efficiency, fairness, and inference optimization.
  • Most publications include open-source code, demonstrating strong integration of research and engineering.