| 2023 | CISS | An Interpretable Joint Nonnegative Matrix Factorization-Based Point Cloud Distance Measure. | Hannah Friedman, Amani R. Maina-Kilaas, Julianna Schalkwyk, Hina Ahmed, Jamie Haddock |
| 2022 | ICASSP | A Generalized Hierarchical Nonnegative Tensor Decomposition. | Joshua Vendrow, Jamie Haddock, Deanna Needell |
| 2021 | ACSSC | Semi-supervised Nonnegative Matrix Factorization for Document Classification. | Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard |
| 2021 | ACSSC | Neural Nonnegative CP Decomposition for Hierarchical Tensor Analysis. | Joshua Vendrow, Jamie Haddock, Deanna Needell |
| 2021 | ICASSP | On a Guided Nonnegative Matrix Factorization. | Joshua Vendrow, Jamie Haddock, Elizaveta Rebrova, Deanna Needell |
| 2020 | CISS | Stochastic Gradient Descent Variants for Corrupted Systems of Linear Equations. | Jamie Haddock, Deanna Needell, Elizaveta Rebrova, William Swartworth |
| 2020 | ITA | On Nonnegative CP Tensor Decomposition Robustness to Noise. | Jamie Haddock, Lara Kassab, Alona Kryshchenko, Deanna Needell |
| 2019 | ACSSC | Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery. | Jamie Haddock, Deanna Needell, Alireza Zaeemzadeh, Nazanin Rahnavard |
| 2018 | ACSSC | A Bayesian Approach for Asynchronous Parallel Sparse Recovery. | Alireza Zaeemzadeh, Jamie Haddock, Nazanin Rahnavard, Deanna Needell |
| 2018 | STOC | The minimum euclidean-norm point in a convex polytope: Wolfe's combinatorial algorithm is exponential. | Jess A. De Loera, Jamie Haddock, Luis Rademacher |