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Pegasos: primal estimated sub-gradient solver for SVM

Mathematical programming, 2011-03, Vol.127 (1), p.3-30

2011

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Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition

Machine Learning and Knowledge Discovery in Databases, 2016, Vol.9851, p.795-811

2016

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Supervised Descent Learning Technique for 2-D Microwave Imaging

IEEE transactions on antennas and propagation, 2019-05, Vol.67 (5), p.3550-3554

2019

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RZooRoH: An R package to characterize individual genomic autozygosity and identify homozygous‐by‐descent segments

Methods in ecology and evolution, 2019-06, Vol.10 (6), p.860-866

2019

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Descent in Buildings (AM-190)

1, 2015

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The second stage of labor

American journal of obstetrics and gynecology, 2024-03, Vol.230 (3), p.S865-S875

2024

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Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting

IEEE journal of selected topics in signal processing, 2016-03, Vol.10 (2), p.242-255

2016

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Effect of reduced genomic representation on using runs of homozygosity for inbreeding characterization

Molecular ecology resources, 2023-05, Vol.23 (4), p.787-802

2023

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Correction: The Single-Breath Diffusing Capacity of CO and NO in Healthy Children of European Descent

PloS one, 2017-06, Vol.12 (6), p.e0179097-e0179097

2017

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Differentially Quantized Gradient Methods

IEEE transactions on information theory, 2022-09, Vol.68 (9), p.6078-6097

2022

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Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

Mathematical programming, 2014-04, Vol.144 (1-2), p.1-38

2014

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A model‐based approach to characterize individual inbreeding at both global and local genomic scales

Molecular ecology, 2017-10, Vol.26 (20), p.5820-5841

2017

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On Nonconvex Decentralized Gradient Descent

IEEE transactions on signal processing, 2018-06, Vol.66 (11), p.2834-2848

2018

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A Supervised Descent Learning Technique for Solving Directional Electromagnetic Logging-While-Drilling Inverse Problems

IEEE transactions on geoscience and remote sensing, 2020-11, Vol.58 (11), p.8013-8025

2020

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On the complexity analysis of randomized block-coordinate descent methods

Mathematical programming, 2015-08, Vol.152 (1-2), p.615-642

2015

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A hybrid descent mean value for accurate and efficient performance measure approach of reliability-based design optimization

Computer methods in applied mechanics and engineering, 2018-07, Vol.336, p.237-259

2018

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On effective descent V -functors and familial descent morphisms

Journal of pure and applied algebra, 2024-05, Vol.228 (5), p.107597, Article 107597

Prezado, Rui

2024

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Arc crust formation and differentiation constrained by experimental petrology

American journal of science (1880), 2018-01, Vol.318 (1), p.64-89

2018

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Coordinate descent with arbitrary sampling I: algorithms and complexity

Optimization methods & software, 2016-09, Vol.31 (5), p.829-857

2016

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Soliton resolution for the complex short pulse equation with weighted Sobolev initial data in space-time solitonic regions

Journal of Differential Equations, 2022-08, Vol.329, p.31-88

2022

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Optimal distributed stochastic mirror descent for strongly convex optimization

Automatica (Oxford), 2018-04, Vol.90, p.196-203

2018

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On the Convergence of Decentralized Gradient Descent

SIAM journal on optimization, 2016-01, Vol.26 (3), p.1835-1854

2016

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A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications

Mathematics of operations research, 2017-05, Vol.42 (2), p.330-348

2017

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Tibio-femoral kinematics of the healthy knee joint throughout complete cycles of gait activities

Journal of biomechanics, 2020-09, Vol.110, p.109915-109915, Article 109915

2020

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Guarantees of Riemannian Optimization for Low Rank Matrix Recovery

SIAM journal on matrix analysis and applications, 2016-01, Vol.37 (3), p.1198-1222

2016

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Pegasos: primal estimated sub-gradient solver for SVM

Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition

Supervised Descent Learning Technique for 2-D Microwave Imaging

RZooRoH: An R package to characterize individual genomic autozygosity and identify homozygous‐by‐descent segments

Descent in Buildings (AM-190)

The second stage of labor

Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting

Effect of reduced genomic representation on using runs of homozygosity for inbreeding characterization

Correction: The Single-Breath Diffusing Capacity of CO and NO in Healthy Children of European Descent

Differentially Quantized Gradient Methods

Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

A model‐based approach to characterize individual inbreeding at both global and local genomic scales

On Nonconvex Decentralized Gradient Descent

A Supervised Descent Learning Technique for Solving Directional Electromagnetic Logging-While-Drilling Inverse Problems

On the complexity analysis of randomized block-coordinate descent methods

A hybrid descent mean value for accurate and efficient performance measure approach of reliability-based design optimization

On effective descent V -functors and familial descent morphisms

Arc crust formation and differentiation constrained by experimental petrology

Coordinate descent with arbitrary sampling I: algorithms and complexity

Soliton resolution for the complex short pulse equation with weighted Sobolev initial data in space-time solitonic regions

Optimal distributed stochastic mirror descent for strongly convex optimization

On the Convergence of Decentralized Gradient Descent

A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications

Tibio-femoral kinematics of the healthy knee joint throughout complete cycles of gait activities

Guarantees of Riemannian Optimization for Low Rank Matrix Recovery

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