Candes, Emmanuel
- Robust Uncertainty Principles: Exact Signal Reconstruction from Highly Incomplete Frequency Information
2004/09/10 by Emmanuel J. Candès, Justin Romberg, Candes, Emmanuel +3 · 79 citations
Computer Science · Decision Sciences · Engineering · #94A08 (Secondary) #94A12 (Primary) #94A20 #Classical Analysis and ODEs (math.CA) #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Sparse and Compressive Sensing Techniques
- Decoding by Linear Programming
2005/02/15 by Emmanuel Candes, Candes, Emmanuel, Terence Tao +1 · 45 citations
Computer Science · Mathematics · #94B05 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG) #cs.CR #math.MG #msc:94B05
- Stable Signal Recovery from Incomplete and Inaccurate Measurements
2005/03/03 by Emmanuel J. Candès, Candes, Emmanuel, Justin Romberg +3 · 36 citations
Computer Science · Engineering · #41A45 #42A10 #94A12 #Blind Source Separation Techniques #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
- Panning for Gold: Model-X Knockoffs for High-dimensional Controlled Variable Selection
2016/10/07 by Emmanuel J. Candès, Yingying Fan, Candes, Emmanuel +5 · 28 citations
Mathematics · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials
- The Dantzig selector: Statistical estimation when p is much larger than n
2005/06/05 by Emmanuel J. Candès, Emmanuel Candes, Terence Tao +2 · 17 citations
Mathematics · Engineering · #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Near Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?
2004/10/25 by Candes, Emmanuel, Tao, Terence · 15 citations
#41A45 #42A10 #47B06 #65A99 #Classical Analysis and ODEs (math.CA) #FOS: Mathematics #Probability (math.PR)
- Towards a Mathematical Theory of Super-Resolution
2012/03/27 by Candes, Emmanuel, Fernandez-Granda, Carlos · 15 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Numerical Analysis (math.NA)
- Adaptive Restart for Accelerated Gradient Schemes
2012/04/18 by Brendan O’Donoghue, Emmanuel J. Candès, O'Donoghue, Brendan +1 · 15 citations
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Numerical methods in inverse problems
- Super-Resolution from Noisy Data
2012/11/01 by Candes, Emmanuel, Fernandez-Granda, Carlos · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Numerical Analysis (math.NA)
- A Fast Butterfly Algorithm for the Computation of Fourier Integral Operators
2008/09/03 by Emmanuel J. Candès, Candes, Emmanuel, Laurent Demanet +3 · 5 citations
Physics and Astronomy · Engineering · #Electromagnetic Scattering and Analysis #Electromagnetic Simulation and Numerical Methods #Numerical methods in engineering
- Phase Retrieval from Coded Diffraction Patterns
2013/10/11 by Candes, Emmanuel, Li, Xiaodong, Soltanolkotabi, Mahdi · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Information Theory (cs.IT) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Statistics Theory (math.ST)
- Stable Principal Component Pursuit
2010/01/14 by Zihan Zhou, Zhou, Zihan, Xiaodong Li +7 · 5 citations
Computer Science · Engineering · Physics and Astronomy · #Blind Source Separation Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Random lasers and scattering media #Sparse and Compressive Sensing Techniques
- Fast Computation of Fourier Integral Operators
2006/10/01 by Emmanuel J. Candès, Laurent Demanet, Candes, Emmanuel +3 · 3 citations
Physics and Astronomy · Mathematics · Computer Science · #Electromagnetic Scattering and Analysis #Numerical methods in inverse problems #Image and Signal Denoising Methods
- Randomized algorithms for low-rank matrix factorizations: sharp\n performance bounds
2013/08/26 by Rafi Witten, Emmanuel J. Candès, Witten, Rafi +1 · 2 citations
Computer Science · Engineering · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- False Discoveries Occur Early on the Lasso Path
2015/11/05 by Su, Weijie, Bogdan, Malgorzata, Candes, Emmanuel · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions
2004/11/12 by Emmanuel Candes, Emmanuel J. Candès, Candes, Emmanuel +2 · 1 citation
Decision Sciences · Engineering · Mathematics · #41A45 #42A10 #94A12 #Classical Analysis and ODEs (math.CA) #Control Systems and Identification #FOS: Mathematics #Fault Detection and Control Systems #Probabilistic and Robust Engineering Design #math.CA #msc:41A45 #msc:42A10 #msc:94A12
- SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax
2015/03/29 by Weijie Su, Emmanuel J. Candès, Su, Weijie +1 · 3 citations
Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Mathematical Approximation and Integration #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
- A Power and Prediction Analysis for Knockoffs with Lasso Statistics
2017/12/18 by Weinstein, Asaf, Barber, Rina, Candes, Emmanuel · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- On the Construction of Knockoffs in Case-Control Studies
2018/12/29 by Barber, Rina Foygel, Candes, Emmanuel · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Diversifying Conformal Selections
2025/06/19 by Nair, Yash, Jin, Ying, Yang, James +1 · 3 citations
Computer Science · #Mobile Crowdsensing and Crowdsourcing #Computational Drug Discovery Methods #Machine Learning and Data Classification