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Layman report

Project: TraDE-OPT

Updated at: 01-09-2025

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On learning the optimal regularization parameter in inverse problems

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Adaptive Bregman–Kaczmarz: an approach to solve linear inverse problems with independent noise exactly

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Primal-dual algorithm for weakly convex functions under sharpness conditions. ArXiv, 2024.

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A CNC approach for Directional Total Variation

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Proximal Algorithms for a class of abstract convex functions

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Learning Firmly Nonexpansive Operators

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The degenerate variable metric proximal point algorithm and adaptive stepsizes for primal–dual Douglas–Rachford

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A general framework for inexact splitting algorithms with relative errors and applications to Chambolle-Pock and Davis-Y...

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Wasserstein Medians: Robustness, PDE Characterization, and Numerics

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Random Coordinate Descent Methods for Nonseparable Composite Optimization

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Regularized Bregman Approach for Total-Variation Parameter Learning

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A consensus-based algorithm for non-convex multiplayer games

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Coordinate descent methods beyond smoothness and separability

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Efficiency of Stochastic Coordinate Proximal Gradient Methods on Nonseparable Composite Optimization

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Unrolled Deep Networks for Sparse Signal Restoration in Analytical Chemistry

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On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions

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Snacks: a fast large-scale kernel SVM solver

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Moving higher-order Taylor approximations method for smooth constrained minimization problems

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Stochastic zeroth order descent with structured directions

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AN ADAPTIVE FORWARD-BACKWARD-FORWARD SPLITTING ALGORITHM FOR SOLVING PSEUDO-MONOTONE INCLUSIONS

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Variance Reduction Techniques for Stochastic Proximal Point Algorithms

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An unrolled half-quadratic approach for sparse signal recovery in spectroscopy

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Calculus rules for proximal ε-subdifferentials and inexact proximity operators for weakly convex functions

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Outer Approximation Scheme for Weakly Convex Constrained Optimization Problems

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Forward-Backward algorithms for weakly convex problems

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Rapid and Noise‐Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films

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Acceleration and restart for the randomized Bregman-Kaczmarz method

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AN ADAPTIVE FORWARD-BACKWARD-FORWARD SPLITTING ALGORITHM FOR SOLVING PSEUDO-MONOTONE INCLUSIONS

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Optimization Insights into Deep Diagonal Linear Networks

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