Rebecca M. Willett

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 4

Top Topics

High Dimensions

Online Convex Optimization

Hyperspectral Imaging

Top Venues

IEEE Trans. Inf. Theory

Comput. Electron. Agric.

Publications

Eduardo M. C. Rocha, Jessica L. Drewry, Rebecca M. Willett, Brian D. Luck
Assessing kernel processing score of harvested corn silage in real-time using image analysis and machine learning. Comput. Electron. Agric. 203 (2022)
Jessica L. Drewry, Brian D. Luck, Rebecca M. Willett, Eduardo M. C. Rocha, Joshua D. Harmon
Predicting kernel processing score of harvested and processed corn silage via image processing techniques. Comput. Electron. Agric. 160 (2019)
Eric C. Hall, Garvesh Raskutti, Rebecca M. Willett
Learning High-Dimensional Generalized Linear Autoregressive Models. IEEE Trans. Inf. Theory 65 (4) (2019)
Eric C. Hall, Rebecca M. Willett
Tracking Dynamic Point Processes on Networks. IEEE Trans. Inf. Theory 62 (7) (2016)
Ravi Ganti, Nikhil S. Rao, Rebecca M. Willett, Robert D. Nowak
Learning Single Index Models in High Dimensions. CoRR (2015)
Eric C. Hall, Rebecca M. Willett
Online Convex Optimization in Dynamic Environments. IEEE J. Sel. Top. Signal Process. 9 (4) (2015)
Ravi Ganti, Rebecca M. Willett
Sparse Linear Regression With Missing Data. CoRR (2015)
Eric C. Hall, Rebecca M. Willett
Online learning of neural network structure from spike trains. NER (2015)
Rebecca M. Willett, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk
Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection. IEEE Signal Process. Mag. 31 (1) (2014)
Eric C. Hall, Rebecca M. Willett
Tracking Dynamic Point Processes on Networks. CoRR (2014)
Jonathan M. Nichols, Albert K. Oh, Rebecca M. Willett
Reducing Basis Mismatch in Harmonic Signal Recovery via Alternating Convex Search. IEEE Signal Process. Lett. 21 (8) (2014)
Peng Guan, Maxim Raginsky, Rebecca M. Willett
Online Markov Decision Processes With Kullback-Leibler Control Cost. IEEE Trans. Autom. Control. 59 (6) (2014)
Albert K. Oh, Zachary T. Harmany, Rebecca M. Willett
To e or not to e in poisson image reconstruction. ICIP (2014)
Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett
Dual-scale masks for spatio-temporal compressive imaging. GlobalSIP (2013)
Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett
Compressive Coded Aperture Keyed Exposure Imaging with Optical Flow Reconstruction. CoRR (2013)
Eric C. Hall, Rebecca M. Willett
Online Optimization in Dynamic Environments. CoRR (2013)
Albert K. Oh, Zachary T. Harmany, Rebecca M. Willett
Logarithmic total variation regularization for cross-validation in photon-limited imaging. ICIP (2013)
Eric C. Hall, Rebecca M. Willett
Dynamical Models and Tracking Regret in Online Convex Programming CoRR (2013)
Eric C. Hall, Rebecca M. Willett
Foreground and background reconstruction in poisson video. ICIP (2013)
Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett
This is SPIRAL-TAP: Sparse Poisson Intensity Reconstruction ALgorithms - Theory and Practice. IEEE Trans. Image Process. 21 (3) (2012)
Maxim Raginsky, Rebecca M. Willett, Corinne Horn, Jorge G. Silva, Roummel F. Marcia
Sequential Anomaly Detection in the Presence of Noise and Limited Feedback. IEEE Trans. Inf. Theory 58 (8) (2012)
Maxim Raginsky, Sina Jafarpour, Zachary T. Harmany, Roummel F. Marcia, Rebecca M. Willett, A. Robert Calderbank
Performance Bounds for Expander-Based Compressed Sensing in Poisson Noise. IEEE Trans. Signal Process. 59 (9) (2011)
Rebecca M. Willett
Short and smooth sampling trajectories for compressed sensing. ICASSP (2011)
Rebecca M. Willett
Smooth sampling trajectories for sparse recovery in MRI. ISBI (2011)
Rebecca M. Willett, Maxim Raginsky
Performance bounds on compressed sensing with Poisson noise. ISIT (2009)
Maxim Raginsky, Roummel F. Marcia, Jorge G. Silva, Rebecca M. Willett
Sequential probability assignment via online convex programming using exponential families. ISIT (2009)
Roummel F. Marcia, Rebecca M. Willett
Compressive coded aperture video reconstruction. EUSIPCO (2008)
Rebecca M. Willett, Michael E. Gehm, David J. Brady
Multiscale reconstruction for computational spectral imaging. Computational Imaging (2007)
Rebecca M. Willett, Robert D. Nowak
Complexity-regularized multiresolution density estimation. ISIT (2004)
Rebecca M. Willett, Aline Martin, Robert D. Nowak
Adaptive sampling for wireless sensor networks. ISIT (2004)
Clayton D. Scott, Rebecca M. Willett, Robert D. Nowak
CORT: classification or regression trees. ICASSP (6) (2003)
Rebecca M. Willett, Robert D. Nowak
Multiresolution nonparametric intensity and density estimation. ICASSP (2002)