Alyson K. Fletcher
12 papers · 2008–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (14) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12)
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(14)
🐝
Cross-Pollinator
(12)
🌟
Keyword Trendsetter Combo
(5)
🤝
Dynamic Duo
(12)
💎
Century Club
(12)
🗃️
Keyword Collector
(65)
📈
Trend Setter
Conferences
NIPS (11)
AISTATS (1)
Top co-authors
Keywords
approximate message passing
(6)
compressed sensing
(5)
compressive sensing
(3)
parameter estimation
(3)
sparse recovery
(3)
belief propagation
(2)
linear inverse problem
(2)
high-dimensional estimation
(2)
state evolution
(2)
bayesian inference
(2)
neural network optimization
(1)
image reconstruction
(1)
high-dimensional inference
(1)
high-dimensional statistics
(1)
sparse coding
(1)
signal reconstruction
(1)
expectation maximization
(1)
map estimation
(1)
message passing
(1)
asymptotic analysis
(1)
Papers
Instability and Local Minima in GAN Training with Kernel Discriminators
NIPS 2022
Matrix Inference and Estimation in Multi-Layer Models
NIPS 2020
Sparse Multivariate Bernoulli Processes in High Dimensions
AISTATS 2019
Input-Output Equivalence of Unitary and Contractive RNNs
NIPS 2019
Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis
NIPS 2018
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems
NIPS 2017
Scalable Inference for Neuronal Connectivity from Calcium Imaging
NIPS 2014
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
NIPS 2012
Neural Reconstruction with Approximate Message Passing (NeuRAMP)
NIPS 2011
Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing
NIPS 2009
Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis
NIPS 2009
Resolution Limits of Sparse Coding in High Dimensions
NIPS 2008