43 citations · 80 across the 22 of their papers we have counts for
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econ.EM2024
Robust Network Targeting with Multiple Nash Equilibria
Guanyi Wang
Many policy problems involve designing individualized treatment allocation rules to maximize the equilibrium social welfare of interacting agents. Focusing on large-scale simultane…
math.OC2024
Sparse Principal Component Analysis with Non-Oblivious Adversarial Perturbations
Yuqing He, Guanyi Wang, Yu Yang
Sparse Principal Component Analysis (sparse PCA) is a fundamental dimension-reduction tool that enhances interpretability in various high-dimensional settings. An important variant…
cs.LG2024
Solving Sparse \& High-Dimensional-Output Regression via Compression
Renyuan Li, Zhehui Chen, Guanyi Wang
Multi-Output Regression (MOR) has been widely used in scientific data analysis for decision-making. Unlike traditional regression models, MOR aims to simultaneously predict multipl…