About
Contact & Profiles
A5092491149
Research Areas
- Recommender Systems and Techniques
- Advanced Bandit Algorithms Research
- Stochastic Gradient Optimization Techniques
Microsoft (United States)
2023
In recent years, neural models have been repeatedly touted to exhibit state-of-the-art performance in recommendation. Nevertheless, multiple studies revealed that the reported results of many recommendation cannot be reliably replicated. A primary reason is existing evaluations are performed under various inconsistent protocols. Correspondingly, these replicability issues make it difficult understand how much benefit we can actually gain from models. It then becomes clear a fair and...
10.1145/3539618.3591785
article
EN
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
2023-07-18
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