Donoho, David

1. Data Science at the Singularity
   2023/10/02 by David Donoho, Donoho, David · 6 voices · 6 citations
   Business, Management and Accounting · Decision Sciences · Computer Science · #Big Data and Business Intelligence #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
2. Neural Proximal Gradient Descent for Compressive Imaging
   2018/06/01 by Morteza Mardani, Mardani, Morteza, Qingyun Sun +10 · 11 citations
   Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
3. Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
   2025/06/24 by Rylan Schaeffer, Joshua Kazdan, Schaeffer, Rylan +25 · 2 voices · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CY #cs.LG
4. High Dimensional Robust M-Estimation: Asymptotic Variance via\n Approximate Message Passing
   2013/10/28 by David L. Donoho, Andrea Montanari, Donoho, David +1 · 5 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Random Matrices and Applications #Statistical Distribution Estimation and Applications #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery
   2017/11/27 by Mardani, Morteza, Monajemi, Hatef, Papyan, Vardan +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
6. Degrees of Freedom Analysis of Unrolled Neural Networks
   2019/06/10 by Morteza Mardani, Mardani, Morteza, Qingyun Sun +9 · 3 citations
   Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Numerical methods in inverse problems #Image and Signal Denoising Methods
7. Compressed Sensing over ℓ_p-balls: Minimax Mean Square Error
   2011/03/10 by Donoho, David, Johnstone, Iain, Maleki, Arian +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Statistics Theory (math.ST)
8. Universality of the π²/6 Pathway in Avoiding Model Collapse
   2024/10/30 by Apratim Dey, Dey, Apratim, David L. Donoho +1 · 2 citations
   Physics and Astronomy · Computer Science · #Particle physics theoretical and experimental studies #Quantum chaos and dynamical systems #Computational Physics and Python Applications