https://mingyuanzhang.com/ Recent content in Mingyuan (William) Zhang on Mingyuan Zhang Hugo en-us https://mingyuanzhang.com/publications/ Mon, 01 Jan 0001 00:00:00 +0000 https://mingyuanzhang.com/publications/ <p><strong>Exponential Convex Calibration Dimension for the Multi-Label Jaccard Measure.</strong><br> Mingyuan Zhang.<br> Preprint, 2026.<br> [<a href="https://arxiv.org/abs/2608.13549">link</a>]<br></p> <p><strong>Exact Rank and Convex Calibration Dimension Lower Bounds for the Multi-Label F1 Loss.</strong><br> Mingyuan Zhang.<br> Preprint, 2026.<br> [<a href="https://arxiv.org/abs/2608.08399">link</a>]<br></p> <p><strong>Convex Calibrated Output Coding Surrogates for Low-Rank Loss Matrices, with Applications to Multi-Label Learning.</strong><br> Harish G. Ramaswamy*, Mingyuan Zhang*, Shivani Agarwal, Robert C. Williamson.<br> In preparation, 2025.<br></p> <p><strong>STATISTICAL MACHINE LEARNING FOR COMPLEX CLASSIFICATION PROBLEMS.</strong><br> Mingyuan Zhang.<br> Dissertation, 2024.<br> [<a href="https://mingyuanzhang.com/papers/Zhang_upenngdas_0175C_16687.pdf">pdf</a>][<a href="https://repository.upenn.edu/entities/publication/974a28a3-5901-454e-9a74-d64f60f26cd8">link</a>]<br></p>