Rebecca M. Willett

32 papers B 7Misc 2Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2022 J jnl
Assessing kernel processing score of harvested corn silage in real-time using image analysis and machine learning.
Comput. Electron. Agric.
Eduardo M. C. Rocha, Jessica L. Drewry, Rebecca M. Willett, Brian D. Luck
2019 J jnl
Learning High-Dimensional Generalized Linear Autoregressive Models.
IEEE Trans. Inf. Theory
Eric C. Hall, Garvesh Raskutti, Rebecca M. Willett
2019 J jnl
Predicting kernel processing score of harvested and processed corn silage via image processing techniques.
Comput. Electron. Agric.
Jessica L. Drewry, Brian D. Luck, Rebecca M. Willett, Eduardo M. C. Rocha, Joshua D. Harmon
2016 J jnl
Tracking Dynamic Point Processes on Networks.
IEEE Trans. Inf. Theory
Eric C. Hall, Rebecca M. Willett
2015 J jnl
Learning Single Index Models in High Dimensions.
CoRR
Ravi Ganti, Nikhil Rao, Rebecca M. Willett, Robert D. Nowak
2015 J jnl
Online Convex Optimization in Dynamic Environments.
IEEE J. Sel. Top. Signal Process.
Eric C. Hall, Rebecca M. Willett
2015 — conf
Online learning of neural network structure from spike trains.
NER
Eric C. Hall, Rebecca M. Willett
2015 J jnl
Sparse Linear Regression With Missing Data.
CoRR
Ravi Ganti, Rebecca M. Willett
2014 J jnl
Online Markov Decision Processes With Kullback-Leibler Control Cost.
IEEE Trans. Autom. Control.
Peng Guan, Maxim Raginsky, Rebecca M. Willett
2014 J jnl
Reducing Basis Mismatch in Harmonic Signal Recovery via Alternating Convex Search.
IEEE Signal Process. Lett.
Jonathan M. Nichols, Albert K. Oh, Rebecca M. Willett
2014 J jnl
Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection.
IEEE Signal Process. Mag.
Rebecca M. Willett, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk
2014 B conf
To e or not to e in poisson image reconstruction.
ICIP
Albert K. Oh, Zachary T. Harmany, Rebecca M. Willett
2014 J jnl
Tracking Dynamic Point Processes on Networks.
CoRR
Eric C. Hall, Rebecca M. Willett
2013 J jnl
Compressive Coded Aperture Keyed Exposure Imaging with Optical Flow Reconstruction.
CoRR
Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett
2013 — conf
Dual-scale masks for spatio-temporal compressive imaging.
GlobalSIP
Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett
2013 J jnl
Dynamical Models and Tracking Regret in Online Convex Programming
CoRR
Eric C. Hall, Rebecca M. Willett
2013 B conf
Foreground and background reconstruction in poisson video.
ICIP
Eric C. Hall, Rebecca M. Willett
2013 B conf
Logarithmic total variation regularization for cross-validation in photon-limited imaging.
ICIP
Albert K. Oh, Zachary T. Harmany, Rebecca M. Willett
2013 J jnl
Online Optimization in Dynamic Environments.
CoRR
Eric C. Hall, Rebecca M. Willett
2012 J jnl
Sequential Anomaly Detection in the Presence of Noise and Limited Feedback.
IEEE Trans. Inf. Theory
Maxim Raginsky, Rebecca M. Willett, Corinne Horn, Jorge G. Silva, Roummel F. Marcia
2012 J jnl
This is SPIRAL-TAP: Sparse Poisson Intensity Reconstruction ALgorithms - Theory and Practice.
IEEE Trans. Image Process.
Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett
2011 J jnl
Performance Bounds for Expander-Based Compressed Sensing in Poisson Noise.
IEEE Trans. Signal Process.
Maxim Raginsky, Sina Jafarpour, Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett, A. Robert Calderbank
2011 Misc conf
Short and smooth sampling trajectories for compressed sensing.
ICASSP
Rebecca M. Willett
2011 — conf
Smooth sampling trajectories for sparse recovery in MRI.
ISBI
Rebecca M. Willett
2009 B conf
Performance bounds on compressed sensing with Poisson noise.
ISIT
Rebecca M. Willett, Maxim Raginsky
2009 B conf
Sequential probability assignment via online convex programming using exponential families.
ISIT
Maxim Raginsky, Roummel F. Marcia, Jorge G. Silva, Rebecca M. Willett
2008 — conf
Compressive coded aperture video reconstruction.
EUSIPCO
Roummel F. Marcia, Rebecca M. Willett
2007 — conf
Multiscale reconstruction for computational spectral imaging.
Computational Imaging
Rebecca M. Willett, Michael E. Gehm, David J. Brady
2004 B conf
Adaptive sampling for wireless sensor networks.
ISIT
Rebecca M. Willett, Aline Martin, Robert D. Nowak
2004 B conf
Complexity-regularized multiresolution density estimation.
ISIT
Rebecca M. Willett, Robert D. Nowak
2003 — conf
CORT: classification or regression trees.
ICASSP (6)
Clayton D. Scott, Rebecca M. Willett, Robert D. Nowak
2002 Misc conf
Multiresolution nonparametric intensity and density estimation.
ICASSP
Rebecca M. Willett, Robert D. Nowak