3 papers
cs.LG2023
Frameless Graph Knowledge Distillation
Dai Shi, Zhiqi Shao, Yi Guo +1
Knowledge distillation (KD) has shown great potential for transferring knowledge from a complex teacher model to a simple student model in which the heavy learning task can be acco…
cs.HC2023
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition
Yi Guo, Nan Cao, Ligan Cai +4
Datamation is designed to animate an analysis pipeline step by step, which is an intuitive and effective way to interpret the results from data analysis. However, creating a datama…
math.OC2022
Sparse Structure Design for Stochastic Linear Systems via a Linear Matrix Inequality Approach
Yi Guo, Ognjen Stanojev, Gabriela Hug +1
In this paper, we propose a sparsity-promoting feedback control design for stochastic linear systems with multiplicative noise. The objective is to identify a sparse control archit…