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04/17/2023
Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
Recommendation models are typically trained on observational user intera...
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04/10/2023
Better Together: Unifying Datalog and Equality Saturation
We present egglog, a fixpoint reasoning system that unifies Datalog and ...
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11/07/2022
Debiasing Graph Transfer Learning via Item Semantic Clustering for Cross-Domain Recommendations
Deep learning-based recommender systems may lead to over-fitting when la...
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08/04/2021
Relational E-Matching
We present a new approach to e-matching based on relational join; in par...
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06/04/2021
Using Social Media Background to Improve Cold-start Recommendation Deep Models
In recommender systems, a cold-start problem occurs when there is no pas...
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06/04/2021
A General Method for Event Detection on Social Media
Event detection on social media has attracted a number of researches, gi...
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01/05/2021