Search Machine Learning Repository:
All publications by Alyson K. Fletcher
authors venues years



Scalable Inference for Neuronal Connectivity from Calcium Imaging
Alyson K. Fletcher and Sundeep Rangan
Advances in Neural Information Processing Systems 27, 2014


Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
Ulugbek Kamilov, Sundeep Rangan, Michael Unser and Alyson K. Fletcher
Advances in Neural Information Processing Systems 25, 2012


Neural Reconstruction with Approximate Message Passing (NeuRAMP)
Alyson K. Fletcher, Sundeep Rangan, Lav R. Varshney and Aniruddha Bhargava
Advances in Neural Information Processing Systems 24, 2011


Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing
Sundeep Rangan, Vivek Goyal and Alyson K. Fletcher
Advances in Neural Information Processing Systems 22, 2009


Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis
Sundeep Rangan and Alyson K. Fletcher
Advances in Neural Information Processing Systems 22, 2009


Resolution Limits of Sparse Coding in High Dimensions
Sundeep Rangan, Vivek Goyal and Alyson K. Fletcher
Advances in Neural Information Processing Systems 21, 2008