Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? E George, M Murray, W Swartworth, D Needell Advances in Neural Information Processing Systems 36, 35139-35189, 2023 | 9 | 2023 |
Decomposing signals from dynamical systems using shadow manifold interpolation E George, CE Chan, G Dimand, RM Chakmak, C Falcon, D Eckhardt, ... SIAM Journal on Applied Dynamical Systems 20 (4), 2236-2260, 2021 | 7 | 2021 |
Benign overfitting in leaky relu networks with moderate input dimension K Karhadkar, E George, M Murray, GF Montufar, D Needell Advances in Neural Information Processing Systems 37, 36634-36682, 2024 | 4 | 2024 |
Effects of cell packing on chemoattractant distribution within a tissue Z Mekus, J Cooley, A George, V Sabo, M Strzegowski, M Starz-Gaiano, ... AIMS Biophysics 5 (1), 2018 | 3 | 2018 |
Optimal asymptotic of the functional with respect to the metric T Darvas, E George, K Smith arXiv preprint arXiv:2101.02589, 2021 | 2 | 2021 |
Multi-Randomized Kaczmarz for Latent Class Regression E George, Y Yaniv, D Needell 2022 56th Asilomar Conference on Signals, Systems, and Computers, 1367-1371, 2022 | 1 | 2022 |
Towards a Fairer Non-negative Matrix Factorization L Kassab, E George, D Needell, H Geng, NJ Nia, A Li arXiv preprint arXiv:2411.09847, 2024 | | 2024 |
Detecting and Mitigating Indirect Stereotypes in Word Embeddings E George, J Chew, D Needell arXiv preprint arXiv:2305.14574, 2023 | | 2023 |
Fast approximate kernel PCA via wavelet decomposition A George, W Czaja Algorithms, Technologies, and Applications for Multispectral and …, 2020 | | 2020 |
Observational Multiplicity and Regret E George, D Needell, B Ustun 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |
CANCELLED Towards a Fairer Non-Negative Matrix Factorization H Geng, E George, NJ Nia, L Kassab, A Li, D Needell 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |