ML Anthology

Fletcher, Alyson K.

14 publications

NeurIPS 2022 Instability and Local Minima in GAN Training with Kernel Discriminators Evan Becker, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
ICML 2021 Asymptotics of Ridge Regression in Convolutional Models Mojtaba Sahraee-Ardakan, Tung Mai, Anup Rao, Ryan A. Rossi, Sundeep Rangan, Alyson K Fletcher
ICML 2021 Implicit Bias of Linear RNNs Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K Fletcher
NeurIPS 2020 Matrix Inference and Estimation in Multi-Layer Models Parthe Pandit, Mojtaba Sahraee Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher
NeurIPS 2019 Input-Output Equivalence of Unitary and Contractive RNNs Melikasadat Emami, Mojtaba Sahraee Ardakan, Sundeep Rangan, Alyson K. Fletcher
AISTATS 2019 Sparse Multivariate Bernoulli Processes in High Dimensions Parthe Pandit, Mojtaba Sahraee-Ardakan, Arash Amini, Sundeep Rangan, Alyson K. Fletcher
NeurIPS 2018 Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis Alyson K. Fletcher, Parthe Pandit, Sundeep Rangan, Subrata Sarkar, Philip Schniter
NeurIPS 2017 Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems Alyson K. Fletcher, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter
NeurIPS 2014 Scalable Inference for Neuronal Connectivity from Calcium Imaging Alyson K. Fletcher, Sundeep Rangan
NeurIPS 2012 Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning Ulugbek Kamilov, Sundeep Rangan, Michael Unser, Alyson K. Fletcher
NeurIPS 2011 Neural Reconstruction with Approximate Message Passing (NeuRAMP) Alyson K. Fletcher, Sundeep Rangan, Lav R. Varshney, Aniruddha Bhargava
NeurIPS 2009 Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing Sundeep Rangan, Vivek Goyal, Alyson K. Fletcher
NeurIPS 2009 Orthogonal Matching Pursuit from Noisy Random Measurements: A New Analysis Sundeep Rangan, Alyson K. Fletcher
NeurIPS 2008 Resolution Limits of Sparse Coding in High Dimensions Sundeep Rangan, Vivek Goyal, Alyson K. Fletcher