61 citations · 66 across the 4 of their papers we have counts for
4 papers
Deep Spatio-Temporal Wind Power Forecasting
Jiangyuan Li, Mohammadreza Armandpour
Wind power forecasting has drawn increasing attention among researchers as the consumption of renewable energy grows. In this paper, we develop a deep learning approach based on en…
Implicit Sparse Regularization: The Impact of Depth and Early Stopping
Jiangyuan Li, Thanh V. Nguyen, Chinmay Hegde +1
In this paper, we study the implicit bias of gradient descent for sparse regression. We extend results on regression with quadratic parametrization, which amounts to depth-2 diagon…
Closed Form Secrecy Capacity of MIMO Wiretap Channels with Two Transmit Antennas
Jiangyuan Li, Athina Petropulu
A Gaussian multiple-input multiple-output (MIMO) wiretap channel model is considered. The input is a two-antenna transmitter, while the outputs are the legitimate receiver and an e…
Transmitter Optimization for Achieving Secrecy Capacity in Gaussian MIMO Wiretap Channels
Jiangyuan Li, Athina Petropulu
We consider a Gaussian multiple-input multiple-output (MIMO) wiretap channel model, where there exists a transmitter, a legitimate receiver and an eavesdropper, each node equipped…