gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling.
Aleksandr V. PetrovCraig MacdonaldPublished in: CoRR (2023)
Keyphrases
- collaborative filtering
- positive and negative
- recommender systems
- sampling methods
- user preferences
- sampling strategy
- random sampling
- monte carlo
- multilayer perceptron
- sampling strategies
- training process
- parameter space
- training set
- decision trees
- information retrieval
- data mining
- svm classifier
- recommendation systems
- sampling algorithm
- sampling rate
- personalized recommendation
- sampled data
- website
- tensor factorization
- sequential search