ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems

Author:

Jia Pengyue1ORCID,Wang Yejing1ORCID,Du Zhaocheng2ORCID,Zhao Xiangyu1ORCID,Wang Yichao2ORCID,Chen Bo2ORCID,Wang Wanyu1ORCID,Guo Huifeng2ORCID,Tang Ruiming2ORCID

Affiliation:

1. City University of Hong Kong, Hong Kong, China

2. Huawei Noah's Ark Lab, Shenzhen, China

Funder

Hong Kong ITC Innovation and Technology Fund Midstream Research Programme for Universities Project

APRC - CityU New Research Initiatives

Huawei (Huawei Innovation Research Program)

Research Impact Fund

CityU - HKIDS Early Career Research Grant

Hong Kong Environmental and Conservation Fund

SIRG - CityU Strategic Interdisciplinary Research Grant

Publisher

ACM

Reference52 articles.

1. Verónica Bolón-Canedo, Noelia Sánchez-Maro no, and Amparo Alonso-Betanzos. 2013. A review of feature selection methods on synthetic data. Knowledge and information systems, Vol. 34 (2013), 483--519.

2. Verónica Bolón-Canedo, Noelia Sánchez-Marono, Amparo Alonso-Betanzos, José Manuel Benítez, and Francisco Herrera. 2014. A review of microarray datasets and applied feature selection methods. Information sciences, Vol. 282 (2014).

3. Benchmark for filter methods for feature selection in high-dimensional classification data

4. Leo Breiman. 2001. Random forests. Machine learning, Vol. 45 (2001), 5--32.

5. A Comprehensive Survey on Automated Machine Learning for Recommendations

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