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Publications by Rahul Mazumder

SparseNet: Coordinate Descent With Nonconvex Penalties

Journal of the American Statistical Association
UncertaintyStatisticsProbability
2011English

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Semi-Stochastic Coordinate Descent

Optimization Methods and Software
ControlApplied MathematicsOptimizationSoftware
2017English

Coordinate Great Circle Descent Algorithm With Application to Single-Index Models

Statistics and its Interface
Applied MathematicsStatisticsProbability
2013English

Antenna Array Pattern Synthesis via Coordinate Descent Method

Journal of Electromagnetic Analysis and Applications
2015English

A Stochastic Coordinate Descent for Bound Constrained Global Optimization

2019English

Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems

SIAM Journal on Optimization
Theoretical Computer ScienceSoftware
2012English

A Coordinate-Descent Primal-Dual Algorithm With Large Step Size and Possibly Nonseparable Functions

SIAM Journal on Optimization
Theoretical Computer ScienceSoftware
2019English

A Dual Coordinate Descent Method for Large-Scale Linear SVM

2008English

A Sturdy Nonlinear Hyperspectral Unmixing Algorithm Using Iterative Block- Coordinate Descent Algorithm

International Journal of Intelligent Engineering and Systems
EngineeringComputer Science
2019English

Longitudinal Functional Models With Structured Penalties

Statistical Modelling
UncertaintyStatisticsProbability
2016English

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