Thomas Strohmer
- PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming
2012/11/14 by Emmanuel J. Candès, Thomas Strohmer, Vladislav Voroninski · 92 citations
Physics and Astronomy · Computer Science · Engineering · #Advanced X-ray Imaging Techniques #Optical measurement and interference techniques #Sparse and Compressive Sensing Techniques
- Mathematics of Data Science
2026/07/11 by Afonso S. Bandeira, Amit Singer, Thomas Strohmer · 15 voices
#cs.LG #cs.AI #cs.IT #math.PR
- A randomized Kaczmarz algorithm with exponential convergence
2007/02/08 by Thomas Strohmer, Strohmer, Thomas, Roman Vershynin +1 · 19 citations
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Numerical Analysis (math.NA) #Probability (math.PR) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements\n via Convex Programming
2011/09/21 by Emmanuel J. Candès, Thomas Strohmer, Candes, Emmanuel J. +3 · 14 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced X-ray Imaging Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Numerical Analysis (math.NA) #Optical measurement and interference techniques #Sparse and Compressive Sensing Techniques
- Strong Consistency, Graph Laplacians, and the Stochastic Block Model
2020/04/21 by Shaofeng Deng, Shuyang Ling, Deng, Shaofeng +3 · 3 citations
Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Random Matrices and Applications #Social and Information Networks (cs.SI)
- When Do Birds of a Feather Flock Together? k-Means, Proximity, and Conic Programming
2017/10/16 by Xiaodong Li, Yang Li, Li, Xiaodong +7 · 2 citations
Computer Science · #90C90 #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Statistics Theory (math.ST)
- Rapid, robust, and reliable blind deconvolution via nonconvex optimization
2018/02/02 by Xiaodong Li, Shuyang Ling, Thomas Strohmer +1 · 3 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
- Hyperbolic Secants Yield Gabor Frames
2002/03/01 by A.J.E.M Janssen, Thomas Strohmer · 1 citation
- Hyperbolic secants yield Gabor frames
2003/01/13 by A. J. E. M. Janssen, Thomas Strohmer · 1 citation
Mathematics · #math.FA
- Pseudodifferential operators and Banach algebras in mobile communications
2005/09/15 by Thomas Strohmer · 1 citation
Mathematics · #Algebraic and Geometric Analysis #Holomorphic and Operator Theory #Mathematical Analysis and Transform Methods
- Covariance's Loss is Privacy's Gain: Computationally Efficient, Private and Accurate Synthetic Data
2021/07/13 by March T. Boedihardjo, Thomas Strohmer, Boedihardjo, March +3 · 1 citation
Computer Science · Decision Sciences · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Probability (math.PR) #Probability and Risk Models #Statistics Theory (math.ST)
- Improving Autoencoder Image Interpolation via Dynamic Optimal Transport
2024/04/13 by Feng Xue, Thomas Strohmer, Feng, Xue +1 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Optimization and Control (math.OC)
- Convergence Analysis of the Alternating Anderson-Picard Method for Nonlinear Fixed-point Problems
2024/07/15 by Xue Feng, Feng, Xue, M. Paul Laiu +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #Differential Equations and Numerical Methods #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA)