| 2025 | COLT | Can a calibration metric be both testable and actionable? | Raphael Rossellini, Jake A. Soloff, Rina Foygel Barber, Zhimei Ren, Rebecca Willett |
| 2025 | CVPR | Nested Diffusion Models Using Hierarchical Latent Priors. | Xiao Zhang, Ruoxi Jiang, Rebecca Willett, Michael Maire |
| 2025 | ICLR | Quality Measures for Dynamic Graph Generative Models. | Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Rebecca Willett, Henry Hoffmann |
| 2024 | AISTATS | Integrating Uncertainty Awareness into Conformalized Quantile Regression. | Raphael Rossellini, Rina Foygel Barber, Rebecca Willett |
| 2024 | COLT | Depth Separation in Norm-Bounded Infinite-Width Neural Networks. | Suzanna Parkinson, Greg Ongie, Rebecca Willett, Ohad Shamir, Nathan Srebro |
| 2024 | ICML | Deep Stochastic Mechanics. | Elena Orlova, Aleksei Ustimenko, Ruoxi Jiang, Peter Y. Lu, Rebecca Willett |
| 2022 | ICML | Lazy Estimation of Variable Importance for Large Neural Networks. | Yue Gao, Abby Stevens, Garvesh Raskutti, Rebecca Willett |
| 2021 | AISTATS | Localizing Changes in High-Dimensional Regression Models. | Alessandro Rinaldo, Daren Wang, Qin Wen, Rebecca Willett, Yi Yu |
| 2020 | ICLR | A Function Space View of Bounded Norm Infinite Width ReLU Nets: The Multivariate Case. | Greg Ongie, Rebecca Willett, Daniel Soudry, Nathan Srebro |
| 2019 | AISTATS | Estimating Network Structure from Incomplete Event Data. | Benjamin Mark, Garvesh Raskutti, Rebecca Willett |
| 2019 | ICML | Bilinear Bandits with Low-rank Structure. | Kwang-Sung Jun, Rebecca Willett, Stephen J. Wright, Robert D. Nowak |
| 2017 | AAAI | On Learning High Dimensional Structured Single Index Models. | Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert D. Nowak |
| 2017 | AISTATS | Improved Strongly Adaptive Online Learning using Coin Betting. | Kwang-Sung Jun, Francesco Orabona, Stephen J. Wright, Rebecca Willett |
| 2017 | ICASSP | Signal representations in modern signal processing. | Rebecca Willett |
| 2017 | ICML | Algebraic Variety Models for High-Rank Matrix Completion. | Greg Ongie, Rebecca Willett, Robert D. Nowak, Laura Balzano |
| 2016 | ICIP | Atmospheric lidar imaging and poisson inverse problems. | Willem J. Marais, Robert E. Holz, Yu Hen Hu, Rebecca Willett |
| 2013 | ICASSP | Online logistic regression on manifolds. | Yao Xie, Rebecca Willett |
| 2013 | ICML | Dynamical Models and tracking regret in online convex programming. | Eric C. Hall, Rebecca Willett |
| 2012 | ICASSP | Poisson noise reduction with non-local PCA. | Joseph Salmon, Charles-Alban Deledalle, Rebecca Willett, Zachary T. Harmany |
| 2011 | ICASSP | Online anomaly detection with expert system feedback in social networks. | Corinne Horn, Rebecca Willett |
| 2011 | ICASSP | Time-evolving modeling of social networks. | Eric Wang, Jorge G. Silva, Rebecca Willett, Lawrence Carin |
| 2010 | CISS | Fishing in Poisson streams: Focusing on the whales, ignoring the minnows. | Maxim Raginsky, Sina Jafarpour, Rebecca Willett, A. Robert Calderbank |
| 2010 | ICASSP | Hyperspectral target detection from incoherent projections. | Kalyani Krishnamurthy, Maxim Raginsky, Rebecca Willett |
| 2010 | ICIP | Gradient projection for linearly constrained convex optimization in sparse signal recovery. | Zachary T. Harmany, Daniel Thompson, Rebecca Willett, Roummel F. Marcia |
| 2010 | ICIP | Hyperspectral target detection from incoherent projections: Nonequiprobable targets and inhomogeneous SNR. | Kalyani Krishnamurthy, Maxim Raginsky, Rebecca Willett |
| 2010 | ICIP | Poisson image reconstruction with total variation regularization. | Rebecca Willett, Zachary T. Harmany, Roummel F. Marcia |
| 2008 | CISS | Detection of anomalous meetings in a social network. | Jorge G. Silva, Rebecca Willett |
| 2008 | ICASSP | Compressive coded aperture superresolution image reconstruction. | Roummel F. Marcia, Rebecca Willett |
| 2008 | ICIP | Fast disambiguation of superimposed images for increased field of view. | Roummel F. Marcia, Changsoon Kim, Jungsang Kim, David J. Brady, Rebecca Willett |
| 2007 | ICASSP | Multiscale Reconstruction for Photon-Limited Shifted Excitation Raman Spectroscopy. | Rebecca Willett |
| 2007 | ICASSP | Multiscale Intensity Estimation for Marked Poisson Processes. | Rebecca Willett |
| 2005 | ICASSP | Level set estimation via trees [signal processing applications]. | Rebecca Willett, Robert D. Nowak |
| 2004 | ICASSP | Coarse-to-fine manifold learning [image processing example]. | Rui M. Castro, Rebecca Willett, Robert D. Nowak |
| 2002 | ICIP | Platelets for multiscale analysis in photon-limited imaging. | Rebecca Willett, Robert D. Nowak |