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Jeremy P. Vila · SciRah

Researcher profile · Semantic Scholar

Jeremy P. Vila

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Jeremy P. Vila — researcher profile on SciRah

h-index: 10
Works: 20
Citations: 1,042

Most-cited papers

Expectation-Maximization Gaussian-Mixture Approximate Message Passing
Jeremy P. Vila, Philip Schniter
2012IEEE Transactions on Signal Processing434 citations Open access
Semantic Scholar
Expectation-maximization Bernoulli-Gaussian approximate message passing
Jeremy P. Vila, Philip Schniter
2011Asilomar Conference on Signals, Systems and Computers154 citations
Semantic Scholar
Adaptive damping and mean removal for the generalized approximate message passing algorithm
Jeremy P. Vila, Philip Schniter, Sundeep Rangan, Florent Krzakala +1 more
2014IEEE International Conference on Acoustics, Speech, and Signal Processing151 citations Open access
Semantic Scholar
Expectation-maximization Gaussian-mixture approximate message passing
Jeremy P. Vila, Philip Schniter
2013Annual Conference on Information Sciences and Systems117 citations Open access
Semantic Scholar
An Empirical-Bayes Approach to Recovering Linearly Constrained Non-Negative Sparse Signals
Jeremy P. Vila, Philip Schniter
2013IEEE Transactions on Signal Processing38 citations Open access
Semantic Scholar
Generalized approximate message passing for cosparse analysis compressive sensing
Mark Borgerding, Philip Schniter, Jeremy P. Vila, Sundeep Rangan
2013IEEE International Conference on Acoustics, Speech, and Signal Processing29 citations Open access
Semantic Scholar
Minibatch least-squares reverse time migration in a deep-learning framework
Janaki Vamaraju, Jeremy P. Vila, M. Araya-Polo, D. Datta +2 more
202025 citations
Semantic Scholar
An Empirical-Bayes Approach to Recovering Linearly Constrained Non-Negative Sparse Signals
Jeremy P. Vila, Philip Schniter
2013IEEE Transactions on Signal Processing19 citations Open access
Semantic Scholar
Hyperspectral Unmixing Via Turbo Bilinear Approximate Message Passing
Jeremy P. Vila, Philip Schniter, J. Meola
2015IEEE Transactions on Computational Imaging18 citations Open access
Semantic Scholar
Hyperspectral image unmixing via bilinear generalized approximate message passing
Jeremy P. Vila, Philip Schniter, J. Meola
2013Defense, Security, and Sensing14 citations
Semantic Scholar
Nonlinear state-space modeling approaches to real-time autonomous geosteering
Yinsen Miao, Daniel R. Kowal, Neilkunal Panchal, Jeremy P. Vila +1 more
2020Journal of Petroleum Science and Engineering10 citations
Semantic Scholar
Deep learning applied to seismic attribute computation
Donald P. Griffith, S. A. Zamanian, Jeremy P. Vila, A. Vial-Aussavy +3 more
2019Interpretation9 citations
Semantic Scholar
Estimation of time-lapse timeshifts using machine learning
Y. Duan, Si-Yuan Yuan, P. Hatchell, Jeremy P. Vila +1 more
20207 citations
Semantic Scholar
Classifier Performance Estimation with Unbalanced, Partially Labeled Data
B. A. Miller, Jeremy P. Vila, Malina Kirn, Joseph R. Zipkin
2017COST@SDM7 citations
Semantic Scholar
Empirical-Bayes Approaches to Recovery of Structured Sparse Signals via Approximate Message Passing
Jeremy P. Vila
20153 citations
Semantic Scholar
Deep learning based gather automated processing of migrated gathers for velocity model building
Janaki Vamaraju, Boran Han, C. Sutton, Zaifeng Liu +2 more
2021First International Meeting for Applied Geoscience & Energy Expanded Abstracts2 citations
Semantic Scholar
THE GENERALIZED APPROXIMATE MESSAGE PASSING ALGORITHM
Jeremy P. Vila, Philip Schniter, Sundeep Rangan, Florent Krzakala +2 more
20152 citations
Semantic Scholar
Supplementary Information for A Robust End-to-end Method for Parametric Curve Tracing via Soft Cosine-similarity-based Objective Function
Boran Han, Jeremy P. Vila
20211 citations
Semantic Scholar
Accelerating Least Squares Imaging Using Deep Learning Techniques
Janaki Vamaraju, Jeremy P. Vila, M. Araya-Polo, D. Datta +2 more
20191 citations
Semantic Scholar
Stochastic clustering and pattern matching for real-time geosteering
Mingqi Wu, Yinsen Miao, Neilkunal Panchal, Daniel R. Kowal +3 more
2019Geophysics1 citations Open access
Semantic Scholar

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