Skip to yearly menu bar Skip to main content


(8 events)   Time zone: Conference local time zone  
Show all
The 2021 schedule is still incomplete
Toggle Poster Visibility
Oral
Wed Jul 21 04:00 AM -- 04:20 AM (CEST)
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
In Large Scale Optimization
Jianfei Chen · Lianmin Zheng · Zhewei Yao · Dequan Wang · Ion Stoica · Michael Mahoney · Joseph E Gonzalez
[ Paper ]
Spotlight
Wed Jul 21 04:20 AM -- 04:25 AM (CEST)
Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers
In Large Scale Optimization
Jyotikrishna Dass · Rabi Mahapatra
[ Paper ]
Spotlight
Wed Jul 21 04:25 AM -- 04:30 AM (CEST)
Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks
In Large Scale Optimization
Huiping Zhuang · Zhenyu Weng · Fulin Luo · Kar-Ann Toh · Haizhou Li · Zhiping Lin
[ Paper ]
Spotlight
Wed Jul 21 04:30 AM -- 04:35 AM (CEST)
Training Graph Neural Networks with 1000 Layers
In Large Scale Optimization
Guohao Li · Matthias Müller · Bernard Ghanem · Vladlen Koltun
[ Paper ]
Spotlight
Wed Jul 21 04:35 AM -- 04:40 AM (CEST)
1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed
In Large Scale Optimization
Hanlin Tang · Shaoduo Gan · Ammar Ahmad Awan · Samyam Rajbhandari · Conglong Li · Xiangru Lian · Ji Liu · Ce Zhang · Yuxiong He
[ Paper ]
Spotlight
Wed Jul 21 04:40 AM -- 04:45 AM (CEST)
Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity
In Large Scale Optimization
Zhuoning Yuan · Zhishuai Guo · Yi Xu · Yiming Ying · Tianbao Yang
[ Paper ]
Spotlight
Wed Jul 21 04:45 AM -- 04:50 AM (CEST)
Ditto: Fair and Robust Federated Learning Through Personalization
In Large Scale Optimization
Tian Li · Shengyuan Hu · Ahmad Beirami · Virginia Smith
[ Paper ]
Q&A
Wed Jul 21 04:50 AM -- 04:55 AM (CEST)
Q&A
In Large Scale Optimization