Fletcher, Alyson K.

1. On the Convergence of Approximate Message Passing with Arbitrary\n Matrices
   2014/02/13 by Sundeep Rangan, Rangan, Sundeep, Philip Schniter +5 · 3 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Vector Approximate Message Passing for the Generalized Linear Model
   2016/12/04 by Schniter, Philip, Rangan, Sundeep, Fletcher, Alyson K. · 3 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT)
3. Instability and Local Minima in GAN Training with Kernel Discriminators
   2022/08/21 by Becker, Evan, Pandit, Parthe, Rangan, Sundeep +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. On-Off Random Access Channels: A Compressed Sensing Framework
   2009/03/05 by Alyson K. Fletcher, Sundeep Rangan, Fletcher, Alyson K. +3 · 3 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Indoor and Outdoor Localization Technologies
5. Learning and Free Energies for Vector Approximate Message Passing
   2016/02/26 by Fletcher, Alyson K., Schniter, Philip · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (stat.ML)
6. Expectation Consistent Approximate Inference: Generalizations and Convergence
   2016/02/25 by Fletcher, Alyson K., Sahraee-Ardakan, Mojtaba, Rangan, Sundeep +1 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (stat.ML)
7. Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems
   2017/06/19 by Alyson K. Fletcher, Fletcher, Alyson K., Mojtaba Sahraee-Ardakan +5 · 1 citation
   Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Target Tracking and Data Fusion in Sensor Networks
8. Inference in Deep Networks in High Dimensions
   2017/06/20 by Alyson K. Fletcher, Fletcher, Alyson K., Sundeep Rangan +1 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
9. Asymptotics of Ridge Regression in Convolutional Models
   2021/03/08 by Sahraee-Ardakan, Mojtaba, Mai, Tung, Rao, Anup +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)