Guanyi Wang

Assistant Professor

National University of Singapore

Singapore

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About

Dr. Guanyi Wang is an Assistant Professor at the National University of Singapore. His research focuses on decision-making frameworks, algorithms for sparse principal component analysis, and optimization techniques including ℓ1-relaxation and integer programming. He is dedicated to advancing the field of data science through innovative methodologies and theoretical insights.

Articles (3)

Year:

2024

Year:

2024

Year:

2022

Collaborators (1)

Santanu Dey

Professor

Georgia Institute of Technology

UNITED STATES

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Guanyi Wang

Research Interests

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About

Articles (3)

A framework for fair decision-making over time with time-invariant utilities

Do Algorithms and Barriers for Sparse Principal Component Analysis Extend to Other Structured Settings?

Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA

Collaborators (1)

Santanu Dey

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