2 papers
cs.IR2026
A Redundancy Reduction Approach for Controllable Sequential Recommendations
Veronika Ivanova, Marina Munkhoeva, Ivan Razvorotnev +1
Sequential recommendation must operate under long-tailed item distributions and popularity-driven concentration, often forcing practitioners to trade short-list accuracy against lo…
cs.IR2025
Barlow Twins for Sequential Recommendation
Ivan Razvorotnev, Marina Munkhoeva, Evgeny Frolov
Sequential recommendation models must navigate sparse interaction data popularity bias and conflicting objectives like accuracy versus diversity While recent contrastive selfsuperv…