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Panagiotis Patrinos

10 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICML ×3NeurIPS ×3AAAI ×1AISTATS ×1ECCV ×1IROS ×1

Frequent coauthors

Konstantinos A. Oikonomidis
×3
Jan Quan
×3
Emanuel Laude
×3
Johan A. K. Suykens
×3
Francesco Tonin
×2
Alexander Bodard
×1
Jean Pierre Allamaa
×1
Tong Duy Son
×1
Teodor Rotaru
×1
François Glineur
×1
Puya Latafat
×1
Andreas Themelis
×1

Papers

  1. Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning
    NeurIPS 2025 ·
    Alexander Bodard
    , Panagiotis Patrinos
  2. ExAMPC: the Data-Driven Explainable and Approximate NMPC with Physical Insights
    IROS 2025 ·
    Jean Pierre Allamaa
    , Panagiotis Patrinos,
    Tong Duy Son
  3. Nonlinearly Preconditioned Gradient Methods under Generalized Smoothness
    ICML 2025 ·
    Konstantinos A. Oikonomidis
    ,
    Jan Quan
    ,
    Emanuel Laude
    , Panagiotis Patrinos
  4. Nonlinearly Preconditioned Gradient Methods: Momentum and Stochastic Analysis
    NeurIPS 2025 ·
    Konstantinos A. Oikonomidis
    ,
    Jan Quan
    , Panagiotis Patrinos
  5. Rethinking PCA Through Duality
    NeurIPS 2025 ·
    Jan Quan
    ,
    Johan A. K. Suykens
    , Panagiotis Patrinos
  6. Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent
    AISTATS 2025 ·
    Teodor Rotaru
    , Panagiotis Patrinos,
    François Glineur
  7. Adaptive Proximal Gradient Methods Are Universal Without Approximation
    ICML 2024 ·
    Konstantinos A. Oikonomidis
    ,
    Emanuel Laude
    ,
    Puya Latafat
    ,
    Andreas Themelis
    , Panagiotis Patrinos
  8. Convex Relaxations for Manifold-Valued Markov Random Fields with Approximation Guarantees
    ECCV 2024 ·
    Robin Kenis
    ,
    Emanuel Laude
    , Panagiotis Patrinos
  9. Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method
    ICML 2024 ·
    Qinghua Tao
    ,
    Francesco Tonin
    ,
    Alex Lambert
    ,
    Yingyi Chen
    , Panagiotis Patrinos,
    Johan A. K. Suykens
  10. Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification
    AAAI 2024 ·
    Sonny Achten
    ,
    Francesco Tonin
    , Panagiotis Patrinos,
    Johan A. K. Suykens