Efficient Algorithms
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Iterative Deep Model Compression and Acceleration in the Frequency Domain
Yao Zeng (Nanjing University); Xusheng Liu (State Grid Customer Service Center ); Lintan Sun (State Grid Customer Service Center ); Wenzhong Li (Nanjing University)*; Yuchu Fang (Nanjing University); Qingning Lu (Nanjing University); Sanglu Lu (NJU) -
Exploring the Common Principal Subspace of Deep Features in Neural Networks
Haoran Liu (Texas A&M University); Haoyi Xiong (Baidu Research)*; Yaqing Wang (Baidu Research); Haozhe An (Baidu Research); Dongrui Wu (Huazhong University of Science and Technology); Dejing Dou (Baidu) -
Collaborative Novelty Detection for Distributed Data by a Probabilistic Method
Akira Imakura (University of Tsukuba)*; Xiucai Ye (University of Tsukuba); Tetsuya Sakurai (University of Tsukuba) -
Efficient Coreset Constructions via Sensitivity Sampling
Vladimir Braverman (Johns Hopkins University); Dan Feldman (The University of Haifa); Harry Lang (Johns Hopkins University); Adiel Statman (The University of Haifa); Samson Zhou (Carnegie Mellon University)* -
DPOQ: Dynamic Precision Onion Quantization
Bowen Li (Zhejiang University)*; kai huang (Zhejiang University); Siang Chen (Zhejiang University); Dongliang Xiong (Zhejiang University); luc claesen (UHasselt) -
Improving Hashing Algorithms for Similarity Search via MLE and the Control Variates Trick
Keegan Kang (SUTD)*; Sergey Kushnarev (JHU); Weipin Wong (SUTD); Rameshwar Pratap Yadav (IIT Mandi); Haikal Yeo (Ministry of Education); Yijia Chen (Singapore University of Technology and Design)