Andreas Argyriou
- Sparse Prediction with the k-Support Norm
2012/04/23 by Andreas Argyriou, Argyriou, Andreas, Rina Foygel +3 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- PRISMA: PRoximal Iterative SMoothing Algorithm
2012/06/11 by Francesco Orabona, Orabona, Francesco, Andreas A. Argyriou +4 · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #cs.LG #math.OC
- Hybrid Conditional Gradient - Smoothing Algorithms with Applications to Sparse and Low Rank Regularization
2014/04/14 by Andreas Argyriou, Marco Signoretto, Argyriou, Andreas +3 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #cs.LG #math.OC #stat.ML
- Efficient First Order Methods for Linear Composite Regularizers
2011/04/07 by Andreas Argyriou, Andreas A. Argyriou, Argyriou, Andreas +8 · 2 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Methodology (stat.ME) #Numerical methods in inverse problems #Optimization and Control (math.OC) #cs.LG #math.OC #stat.ME #stat.ML