gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling.
Aleksandr Vladimirovich PetrovCraig MacDonaldPublished in: RecSys (2023)
Keyphrases
- collaborative filtering
- recommender systems
- positive and negative
- random sampling
- monte carlo
- multilayer perceptron
- training set
- sampling algorithm
- sample size
- recommendation systems
- travel information
- neural network
- sampling strategies
- recommendation algorithms
- sampling rate
- user preferences
- user interaction
- relevance feedback
- training data
- machine learning