C. Si̇nan Güntürk

1. Iteratively reweighted least squares minimization for sparse recovery
   2009/10/19 by Ingrid Daubechies, Ronald DeVore, Massimo Fornasier +1 · 117 citations
   Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
2. Iteratively re-weighted least squares minimization for sparse recovery
   2008/07/03 by Ingrid Daubechies, Ronald DeVore, Daubechies, Ingrid +5 · 19 citations
   Computer Science · Engineering · Mathematics · #65K10 #FOS: Mathematics #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
3. Unrestricted iterations of relaxed projections in Hilbert space: Regularity, absolute convergence, and statistics of displacements
   2019/01/22 by C. Si̇nan Güntürk, Nguyen T. Thao, Güntürk, C. Sinan +1 · 1 citation
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Functional Analysis (math.FA) #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Optimization and Variational Analysis
4. Approximation of functions with one-bit neural networks
   2021/12/16 by C. Si̇nan Güntürk, Güntürk, C. Sinan, Weilin Li +1 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Approximation Theory and Sequence Spaces #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)