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On a Fixed-Point Continuation Method for a Convex Optimization Problem
Published in Springer INdAM series
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Book Chapter
Majoration-Minimization for Sparse SVMs
Published in Springer INdAM series
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Book Chapter
Convex Optimization with Sparsity-Inducing Norms
Bach, Francis, Jenatton, Rodolphe, Mairal, Julien, Obozinski, Guillaume
Published in Optimization for Machine Learning (30.09.2011)
Published in Optimization for Machine Learning (30.09.2011)
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Book Chapter
Parallel trust-region approaches in neural network training
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Trustworthy optimization learning: a brief overview
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Constrained piecewise linear optimization by an active signature method
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Compression-aware training of neural networks using Frank–Wolfe
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Adaptive gradient-enhanced Gaussian process surrogates for inverse problems
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Divergence of the ADAM algorithm with fixed-stepsize: a (very) simple example
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Approximation of generalized frequency response functions via vector fitting
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Graph neural networks to predict strokes from blood flow simulations
Published in Mathematical Optimization for Machine Learning
(2025)
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Book Chapter
Constrained Optimization and Duality
Published in Linear Algebra and Optimization for Machine Learning
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Book Chapter
The Linear Algebra of Similarity
Published in Linear Algebra and Optimization for Machine Learning
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Book Chapter