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Oral
Wed Jul 11th 11:00 -- 11:20 AM @ A9
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data
Ganggang Xu · Zuofeng Shang · Guang Cheng
Oral
Wed Jul 11th 11:20 -- 11:30 AM @ A9
Distributed Nonparametric Regression under Communication Constraints
Yuancheng Zhu · John Lafferty
Oral
Wed Jul 11th 11:30 -- 11:40 AM @ A9
Coded Sparse Matrix Multiplication
Sinong Wang · Jiashang Liu · Ness Shroff
Oral
Wed Jul 11th 11:40 -- 11:50 AM @ A9
Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication
Zebang Shen · Aryan Mokhtari · Tengfei Zhou · Peilin Zhao · Hui Qian
Oral
Wed Jul 11th 11:50 AM -- 12:00 PM @ A9
Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines
Bin Gu · Zhouyuan Huo · Cheng Deng · Heng Huang