| 2025 | ICML | Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers. | Thiziri Nait Saada, Alireza Naderi, Jared Tanner |
| 2024 | ICLR | Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs. | Yuxin Zhang, Lirui Zhao, Mingbao Lin, Yunyun Sun, Yiwu Yao, Xingjia Han, Jared Tanner, Shiwei Liu, Rongrong Ji |
| 2024 | ICLR | Deep Neural Network Initialization with Sparsity Inducing activations. | Ilan Price, Nicholas Daultry Ball, Adam C. Jones, Samuel C. H. Lam, Jared Tanner |
| 2024 | ICLR | Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes. | Thiziri Nait Saada, Alireza Naderi, Jared Tanner |
| 2023 | ICASSP | Improved Projection Learning for Lower Dimensional Feature Maps. | Ilan Price, Jared Tanner |
| 2021 | ICML | Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset. | Ilan Price, Jared Tanner |
| 2021 | ICMLA | Trajectory growth lower bounds for random sparse deep ReLU networks. | Ilan Price, Jared Tanner |
| 2021 | ISIT | Mutual Information of Neural Network Initialisations: Mean Field Approximations. | Jared Tanner, Giuseppe Ughi |
| 2020 | ICIP | An Approximate Message Passing Algorithm For Rapid Parameter-Free Compressed Sensing MRI. | Charles Millard, Aaron T. Hess, Boris Mailh, Jared Tanner |
| 2007 | ICASSP | Fast Reconstruction Algorithms for Periodic Nonuniform Sampling with Applications to Time-Interleaved ADCs. | Thomas Strohmer, Jared Tanner |
| 2006 | CISS | Thresholds for the Recovery of Sparse Solutions via L1 Minimization. | David L. Donoho, Jared Tanner |