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- Aleksandar Armacki, Shuhua Yu, Dragana Bajovic, Dusan Jakovetic, Soummya Kar. Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry. SIAM Journal on Optimization, 36(1):32-59, 2026.
- Roberto Andreani, Kelvin R. Couto, Orizon P. Ferreira, Gabriel Haeser, Leandro da Fonseca Prudente. Global Convergence of an Augmented Lagrangian Method for Nonlinear Programming via Riemannian Optimization. SIAM Journal on Optimization, 36(1):466-501, 2026.
- Anderson Ye Zhang. Tightness of SDP and Burer-Monteiro Factorization for Phase Synchronization in a High-Noise Regime. SIAM Journal on Optimization, 36(1):60-89, 2026.