Laura Balzano

5 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2914-123X

Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, Michigan 48109

Publications

• A Proximal Difference-of-Convex Algorithm for Sample Average Approximation of Chance Constrained Programming — INFORMS Journal on Computing 2026
• Convergence and complexity of block majorization-minimization for constrained block-Riemannian optimization — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Online matrix factorization for Markovian data and applications to Network Dictionary Learning — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Streaming Principal Component Analysis From Incomplete Data — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)