Julia Kempe
New York University
H-index: 36
North America-United States
Top articles of Julia Kempe
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Embarassingly Simple Dataset Distillation | Yunzhen Feng Ramakrishna Vedantam Julia Kempe | 2024 | |
Robust Data Pruning: Uncovering and Overcoming Implicit Bias | arXiv preprint arXiv:2404.05579 | Artem Vysogorets Kartik Ahuja Julia Kempe | 2024/4/8 |
Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors | Tim GJ Rudner Ya Shi Zhang Andrew Gordon Wilson Julia Kempe | 2024/5 | |
Model Collapse Demystified: The Case of Regression | arXiv preprint arXiv:2402.07712 | Elvis Dohmatob Yunzhen Feng Julia Kempe | 2024/2/12 |
A Tale of Tails: Model Collapse as a Change of Scaling Laws | arXiv preprint arXiv:2402.07043 | Elvis Dohmatob Yunzhen Feng Pu Yang Francois Charton Julia Kempe | 2024/2/10 |
Deconstructing the Goldilocks Zone of Neural Network Initialization | arXiv preprint arXiv:2402.03579 | Artem Vysogorets Anna Dawid Julia Kempe | 2024/2/5 |
Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks | arXiv preprint arXiv:2404.19640 | Yunzhen Feng Tim GJ Rudner Nikolaos Tsilivis Julia Kempe | 2024/4/27 |
Connectivity matters: Neural network pruning through the lens of effective sparsity | Journal of Machine Learning Research | Artem Vysogorets Julia Kempe | 2023 |
Discovering Galaxy Features via Dataset Distillation | Haowen Guan Xuan Zhao Zishi Wang Zhiyang Li Julia Kempe | 2023/11/29 | |
On the Robustness of Neural Collapse and the Neural Collapse of Robustness | arXiv preprint arXiv:2311.07444 | Jingtong Su Ya Shi Zhang Nikolaos Tsilivis Julia Kempe | 2023/11/13 |
Attacking Bayes: Are Bayesian Neural Networks Inherently Robust? | Yunzhen Feng Tim GJ Rudner Nikolaos Tsilivis Julia Kempe | 2023/6 | |
Kernels, Data & Physics | arXiv preprint arXiv:2307.02693 | Francesco Cagnetta Deborah Oliveira Mahalakshmi Sabanayagam Nikolaos Tsilivis Julia Kempe | 2023/7/5 |
Adversarial Noise Injection for Learned Turbulence Simulations | NeurIPS 2022 Workshop on Machine Learning and the Physical Sciences | Jingtong Su Julia Kempe Drummond Fielding Nikolaos Tsilivis Miles Cranmer | 2022 |
What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness? | Advances in Neural Information Processing Systems (NeurIPS) 2022 | Nikolaos Tsilivis Julia Kempe | 2022/10/11 |
ImpressLearn: Continual Learning via Combined Task Impressions | arXiv preprint arXiv:2210.01987 | Dhrupad Bhardwaj Julia Kempe Artem M Vysogorets Angela Teng Evaristus Ezekwem | 2022/10/5 |
Can we achieve robustness from data alone? | Nikolaos Tsilivis Jingtong Su Julia Kempe | 2022/7/24 | |
Wavelets Beat Monkeys at Adversarial Robustness | Jingtong Su Julia Kempe | 2022 |
Co-Authors
