Publications
Better Depth-Width Trade-offs for Neural Networks through the lens of Dynamical Systems
Vaggos Chatziafratis, Sai Ganesh Nagarajan and Ioannis Panageas, 2020, Thirty-seventh International Conference on Machine Learning (ICML)
Zero-Parameter-Information FDI Attacks Against Power System State Estimation
Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, and Jiming Chen, 2020, In Proc. American Control Conference, Denver, CO, July 2020
A Stackelberg game approach for sponsored content management in mobile data market with network effects
Zehui Xiong, Shaohan Feng, Dusit Niyato, Ping Wang, Yang Zhang, and Bin Lin, 2020, IEEE Internet of Things Journal, accepted.
Logistic regression with peer-group effects via inference in higher-order Ising models
Constantinos Daskalakis, Nishanth Dikkala, Ioannis Panageas, 2020, 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), Palermo, Italy
Joint pricing and security investment in cloud-insurance market with user interdependency
Shaohan Feng, Zehui Xiong, Dusit Niyato, Ping Wang, Shaun (Shuxun) Wang, and Xuemin (Sherman) Shen, 2020, IEEE Transactions on Services Computing, accepted.
Depth-Width Trade-offs for ReLU Networks via Sharkovsky’s Theorem
Vaggos Chatziafratis, Sai Ganesh Nagarajan, Ioannis Panageas and Xiao Wang (spotlight distinction), 2020, 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia
Hierarchical incentive mechanism design for federated machine learning in mobile networks
Wei Yang Bryan Lim, Zehui Xiong, Chunyan Miao, Dusit Niyato, Qiang Yang, Cyril Leung, and H. Vincent Poor, 2020, IEEE Internet of Things Journal, accepted.
On the Analysis of EM for truncated mixtures of two Gaussians
Sai Ganesh Nagarajan and Ioannis Panageas, 2020, 31st International Conference on Algorithmic Learning Theory (ALT), San Diego, USA, February 8-11, 2020., San Diego, USA
Reconstructing Train Logs from Smart Card Data using Passenger Correlations
H. E. Tan, D. W. Soh, and Y. S. Soh, 2020, Transport Research Board 99th Annual Meeting
"You Cannot Offer Such a Suggestion": Designing for Family Care-giver Input in Home Care Systems
Pin Sym Foong, Charis Anne Lim, Joshua Wong, Chang Siang Lim, Simon Tangi Perrault, and Gerald Huat Choon Koh., 2020, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI ’20), 13, https://doi.org/10.1145/3313831.3376607