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20242026
most citedA Framework for Bilevel Optimization on Riemannian Manifolds

1 citations · 2 across the 17 of their papers we have counts for

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stat.ML2025

Generalized infinite dimensional Alpha-Procrustes based geometries

Salvish Goomanee, Andi Han, Pratik Jawanpuria +1

This work extends the recently introduced Alpha-Procrustes family of Riemannian metrics for symmetric positive definite (SPD) matrices by incorporating generalized versions of the…

math.OC2025

Robust Least-Squares Optimization for Data-Driven Predictive Control: A Geometric Approach

Shreyas Bharadwaj, Bamdev Mishra, Cyrus Mostajeran +3

The paper studies a geometrically robust least-squares problem that extends classical and norm-based robust formulations. Rather than minimizing residual error for fixed or perturb…