8 citations · 20 across the 8 of their papers we have counts for
4 papers · 1 filter
Self-Supervised Learning for User Localization
Ankan Dash, Jingyi Gu, Guiling Wang +1
Machine learning techniques have shown remarkable accuracy in localization tasks, but their dependency on vast amounts of labeled data, particularly Channel State Information (CSI)…
From Factor Models to Deep Learning: Machine Learning in Reshaping Empirical Asset Pricing
Junyi Ye, Bhaskar Goswami, Jingyi Gu +2
This paper comprehensively reviews the application of machine learning (ML) and AI in finance, specifically in the context of asset pricing. It starts by summarizing the traditiona…
RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval Construction
Jingyi Gu, Wenlu Du, Guiling Wang
Efforts to predict stock market outcomes have yielded limited success due to the inherently stochastic nature of the market, influenced by numerous unpredictable factors. Many exis…
HI-GAN: Hierarchical Inpainting GAN with Auxiliary Inputs for Combined RGB and Depth Inpainting
Ankan Dash, Jingyi Gu, Guiling Wang
Inpainting involves filling in missing pixels or areas in an image, a crucial technique employed in Mixed Reality environments for various applications, particularly in Diminished…