Loading…
Asynchronous Online Federated Learning for Edge Devices with Non-IID Data
Chen, Yujing, Ning, Yue, Slawski, Martin, Rangwala, Huzefa
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Get full text
Conference Proceeding
Loading…
The Performance of LSTM and BiLSTM in Forecasting Time Series
Siami-Namini, Sima, Tavakoli, Neda, Namin, Akbar Siami
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Get full text
Conference Proceeding
Loading…
Loading…
VIGAN: Missing view imputation with generative adversarial networks
Shang, Chao, Palmer, Aaron, Sun, Jiangwen, Chen, Ko-Shin, Lu, Jin, Bi, Jinbo
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.01.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.01.2017)
Get full text
Conference Proceeding
Journal Article
Loading…
Task Failure Prediction in Cloud Data Centers Using Deep Learning
Gao, Jiechao, Wang, Haoyu, Shen, Haiying
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Get full text
Conference Proceeding
Loading…
Profit Allocation for Federated Learning
Song, Tianshu, Tong, Yongxin, Wei, Shuyue
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Get full text
Conference Proceeding
Loading…
FairGAN: Fairness-aware Generative Adversarial Networks
Xu, Depeng, Yuan, Shuhan, Zhang, Lu, Wu, Xintao
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Get full text
Conference Proceeding
Loading…
YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers
Huang, Rachel, Pedoeem, Jonathan, Chen, Cuixian
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Get full text
Conference Proceeding
Loading…
Metaverse in Education: Vision, Opportunities, and Challenges
Lin, Hong, Wan, Shicheng, Gan, Wensheng, Chen, Jiahui, Chao, Han-Chieh
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Get full text
Conference Proceeding
Loading…
A Multimodal Misinformation Detector for COVID-19 Short Videos on TikTok
Shang, Lanyu, Kou, Ziyi, Zhang, Yang, Wang, Dong
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Get full text
Conference Proceeding
Loading…
PyHessian: Neural Networks Through the Lens of the Hessian
Yao, Zhewei, Gholami, Amir, Keutzer, Kurt, Mahoney, Michael W.
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Get full text
Conference Proceeding
Loading…
Predicting the Computational Cost of Deep Learning Models
Justus, Daniel, Brennan, John, Bonner, Stephen, McGough, Andrew Stephen
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Get full text
Conference Proceeding
Loading…
Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets
Liang, Xin, Di, Sheng, Tao, Dingwen, Li, Sihuan, Li, Shaomeng, Guo, Hanqi, Chen, Zizhong, Cappello, Franck
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Get full text
Conference Proceeding
Loading…
Transfer learning for time series classification
Ismail Fawaz, Hassan, Forestier, Germain, Weber, Jonathan, Idoumghar, Lhassane, Muller, Pierre-Alain
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Get full text
Conference Proceeding
Loading…
The ML test score: A rubric for ML production readiness and technical debt reduction
Breck, Eric, Shanqing Cai, Nielsen, Eric, Salib, Michael, Sculley, D.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Get full text
Conference Proceeding
Loading…
Immersive and collaborative data visualization using virtual reality platforms
Donalek, Ciro, Djorgovski, S. G., Cioc, Alex, Wang, Anwell, Zhang, Jerry, Lawler, Elizabeth, Yeh, Stacy, Mahabal, Ashish, Graham, Matthew, Drake, Andrew, Davidoff, Scott, Norris, Jeffrey S., Longo, Giuseppe
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
Get full text
Conference Proceeding
Loading…
Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models
Zhang, Zhengming, Yang, Yaoqing, Yao, Zhewei, Yan, Yujun, Gonzalez, Joseph E., Ramchandran, Kannan, Mahoney, Michael W.
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Get full text
Conference Proceeding
Loading…
SOSNet: A Graph Convolutional Network Approach to Fine-Grained Cyberbullying Detection
Wang, Jason, Fu, Kaiqun, Lu, Chang-Tien
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Get full text
Conference Proceeding
Loading…
Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks
Wu, Yanzhao, Liu, Ling, Bae, Juhyun, Chow, Ka-Ho, Iyengar, Arun, Pu, Calton, Wei, Wenqi, Yu, Lei, Zhang, Qi
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Get full text
Conference Proceeding
Loading…
BARS: A Blockchain-Based Anonymous Reputation System for Trust Management in VANETs
Lu, Zhaojun, Wang, Qian, Qu, Gang, Liu, Zhenglin
Published in 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) (01.08.2018)
Published in 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) (01.08.2018)
Get full text
Conference Proceeding