Daniel Hsu
Columbia University in the City of New York
H-index: 51
North America-United States
Top articles of Daniel Hsu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multi-group Learning for Hierarchical Groups | arXiv preprint arXiv:2402.00258 | Samuel Deng Daniel Hsu | 2024/2/1 |
Statistical-computational trade-offs in tensor pca and related problems via communication complexity | The Annals of Statistics | Rishabh Dudeja Daniel Hsu | 2024/2 |
Polynomial time auditing of statistical subgroup fairness for Gaussian data | arXiv preprint arXiv:2401.16439 | Daniel Hsu Jizhou Huang Brendan Juba | 2024/1/27 |
Algorithmic Learning Theory 2024: Preface | Claire Vernade Daniel Hsu | 2024/3/15 | |
Transformers, parallel computation, and logarithmic depth | arXiv preprint arXiv:2402.09268 | Clayton Sanford Daniel Hsu Matus Telgarsky | 2024/2/14 |
Representational strengths and limitations of transformers | Advances in Neural Information Processing Systems | Clayton Sanford Daniel J Hsu Matus Telgarsky | 2024/2/13 |
On the sample complexity of estimation in logistic regression | arXiv preprint arXiv:2307.04191 | Daniel Hsu Arya Mazumdar | 2023/7/9 |
Group conditional validity via multi-group learning | arXiv preprint arXiv:2303.03995 | Samuel Deng Navid Ardeshir Daniel Hsu | 2023/3/7 |
Efficient estimation of the central mean subspace via smoothed gradient outer products | arXiv preprint arXiv:2312.15469 | Gan Yuan Mingyue Xu Samory Kpotufe Daniel Hsu | 2023/12/24 |
Intrinsic dimensionality and generalization properties of the R-norm inductive bias | Navid Ardeshir Daniel J Hsu Clayton H Sanford | 2023/7/12 | |
Learning tensor representations for meta-learning | Samuel Deng Yilin Guo Daniel Hsu Debmalya Mandal | 2022/5/3 | |
Masked prediction tasks: a parameter identifiability view | arXiv preprint arXiv:2202.09305 | Bingbin Liu Daniel Hsu Pradeep Ravikumar Andrej Risteski | 2022/2/18 |
Unbiased estimators for random design regression | Journal of Machine Learning Research | Michał Dereziński Manfred K Warmuth Daniel Hsu | 2022 |
Masked prediction: A parameter identifiability view | Advances in Neural Information Processing Systems | Bingbin Liu Daniel J Hsu Pradeep Ravikumar Andrej Risteski | 2022/12/6 |
Near-optimal statistical query lower bounds for agnostically learning intersections of halfspaces with gaussian marginals | Daniel J Hsu Clayton H Sanford Rocco Servedio Emmanouil Vasileios Vlatakis-Gkaragkounis | 2022/6/28 | |
Simple and near-optimal algorithms for hidden stratification and multi-group learning | Christopher J Tosh Daniel Hsu | 2022/6/28 | |
Contrastive learning, multi-view redundancy, and linear models | Christopher Tosh Akshay Krishnamurthy Daniel Hsu | 2021/3/1 | |
On the approximation power of two-layer networks of random relus | Daniel Hsu Clayton H Sanford Rocco Servedio Emmanouil Vasileios Vlatakis-Gkaragkounis | 2021/7/21 | |
Dimension lower bounds for linear approaches to function approximation | Daniel Hsu’s homepage | Daniel Hsu | 2021 |
Quantifying the effects of COVID-19 on restaurant reviews | Ivy Cao Zizhou Liu Giannis Karamanolakis Daniel Hsu Luis Gravano | 2021/6 |
Co-Authors
