Training data influence analysis and estimation: A survey
Z Hammoudeh, D Lowd - Machine Learning, 2024 - Springer
Good models require good training data. For overparameterized deep models, the causal
relationship between training data and model predictions is increasingly opaque and poorly …
relationship between training data and model predictions is increasingly opaque and poorly …
Profiling Users with Tag-enhanced Spherical Metric Learning for Recommendation
With the growing complex interactions between users and items on the Internet, the difficulty
of representing them has increased in Recommender Systems (RSs). Existing methods …
of representing them has increased in Recommender Systems (RSs). Existing methods …