Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation

Keyphrases

• Hashing 100%
• Matrix Learning 100%
• Embedding Matrix 100%
• Learning to Hash 100%
• User Embedding 100%
• Recommender Systems 50%
• Multiple States 25%
• Real System 25%
• New Interaction 25%
• Efficient Modeling 25%
• Public Dataset 25%
• User Preference 25%
• Recommendation Method 25%
• Recommendation Algorithm 25%
• Recommendation Performance 25%
• Personalized Preference 25%
• Cold-start Problem 25%
• Preference Representation 25%
• Hash Bucket 25%

Computer Science

• Embedding Matrix 100%
• Recommender Systems 66%
• User Interaction 33%
• User Preference 33%
• Recommendation Algorithm 33%
• Cold Start Problem 33%
• Hash Bucket 33%