| Rare gems: Finding lottery tickets at initialization K Sreenivasan, J Sohn, L Yang, M Grinde, A Nagle, H Wang, E Xing, ... Advances in Neural Information Processing Systems 35, 14529-14540, 2022 | 41 | 2022 |
| Intrinsic grassmann averages for online linear, robust and nonlinear subspace learning R Chakraborty, L Yang, S Hauberg, BC Vemuri IEEE transactions on pattern analysis and machine intelligence 43 (11), 3904 …, 2020 | 19 | 2020 |
| Looped Transformers are Better at Learning Learning Algorithms L Yang, K Lee, R Nowak, D Papailiopoulos ICLR 2024, 2024 | 10 | 2024 |
| A GMM based algorithm to generate point-cloud and its application to neuroimaging L Yang, R Chakraborty 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI …, 2020 | 10 | 2020 |
| How Well Can Transformers Emulate In-context Newton's Method? A Giannou, L Yang, T Wang, D Papailiopoulos, JD Lee arXiv preprint arXiv:2403.03183, 2024 | 9 | 2024 |
| Flow-based generative models for learning manifold to manifold mappings X Zhen, R Chakraborty, L Yang, V Singh Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 11042 …, 2021 | 8 | 2021 |
| A better way to decay: Proximal gradient training algorithms for neural nets L Yang, J Zhang, J Shenouda, D Papailiopoulos, K Lee, RD Nowak OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 2022 | 5 | 2022 |
| An “Augmentation-Free” Rotation Invariant Classification Scheme on Point-Cloud and Its Application to Neuroimaging L Yang, R Chakraborty 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 713-716, 2020 | 3 | 2020 |
| POIRot: A rotation invariant omni-directional pointnet L Yang, R Chakraborty, SX Yu arXiv preprint arXiv:1910.13050, 2019 | 1 | 2019 |
| Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition Z Xiong, Z Cai, J Cooper, A Ge, V Papageorgiou, Z Sifakis, A Giannou, ... arXiv preprint arXiv:2410.05603, 2024 | | 2024 |
| Future Prediction Can be a Strong Evidence of Good History Representation in Partially Observable Environments J Kwon, L Yang, R Nowak, J Hanna arXiv preprint arXiv:2402.07102, 2024 | | 2024 |
| PathProx: A Proximal Gradient Algorithm for Weight Decay Regularized Deep Neural Networks L Yang, J Zhang, J Shenouda, D Papailiopoulos, K Lee, RD Nowak arXiv preprint arXiv:2210.03069, 2022 | | 2022 |
