Part of the Data Science Commons

Works in Data Science

2022

Information Fusion for Edge Intelligence: A Survey, Yin Zhang, Chi Jiang, Binglei Yue, Jiafu Wan, Mohsen Guizani
Machine Learning Faculty Publications

Multi-stage progressive image restoration, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming Hsuan Yang, Ling Shao
Fahad Shahbaz Khan

Multi-stage progressive image restoration, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming Hsuan Yang, Ling Shao
Salman H. Khan

Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample, Albert S. Berahas, Majid Jahani, Peter Richtárik, Martin Takáč
Martin Takac

AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization, Qingsong Zhang, Bin Gu, Cheng Deng, Songxiang Gu, Liefeng Bo, Jian Pei, Heng Huang
Bin Gu

Learning Latent Causal Dynamics, Weiran Yao, Guangyi Chen, Kun Zhang
Kun Zhang

Learning Latent Causal Dynamics, Weiran Yao, Guangyi Chen, Kun Zhang
Machine Learning Faculty Publications

PDF

2021

Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample, Albert S. Berahas, Majid Jahani, Peter Richtárik, Martin Takáč
Machine Learning Faculty Publications

AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization, Qingsong Zhang, Bin Gu, Cheng Deng, Songxiang Gu, Liefeng Bo, Jian Pei, Heng Huang
Machine Learning Faculty Publications

Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning, Fahad Shahbaz Khan
Fahad Shahbaz Khan

Multi-stage progressive image restoration, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming Hsuan Yang, Ling Shao
Computer Vision Faculty Publications