Hybrid stem cell states: insights into the relationship between mammary development and breast cancer using single-cell transcriptomics T Thong, Y Wang, MD Brooks, CT Lee, C Scott, L Balzano, MS Wicha, ... Frontiers in Cell and Developmental Biology 8, 288, 2020 | 24 | 2020 |
Benign overfitting and grokking in relu networks for xor cluster data Z Xu, Y Wang, S Frei, G Vardi, W Hu arXiv preprint arXiv:2310.02541, 2023 | 17 | 2023 |
Weston-watkins hinge loss and ordered partitions Y Wang, C Scott Advances in neural information processing systems 33, 19873-19883, 2020 | 17 | 2020 |
Learning from label proportions by learning with label noise J Zhang, Y Wang, C Scott Advances in Neural Information Processing Systems 35, 26933-26942, 2022 | 13 | 2022 |
On classification-calibration of Gamma-Phi losses Y Wang, C Scott The Thirty Sixth Annual Conference on Learning Theory, 4929-4951, 2023 | 6 | 2023 |
Near-interpolators: Rapid norm growth and the trade-off between interpolation and generalization Y Wang, R Sonthalia, W Hu International Conference on Artificial Intelligence and Statistics, 4483-4491, 2024 | 4 | 2024 |
Neural collapse in multi-label learning with pick-all-label loss P Li, Y Wang, X Li, Q Qu arXiv preprint arXiv:2310.15903, 2023 | 3 | 2023 |
Consistent interpolating ensembles via the manifold-hilbert kernel Y Wang, C Scott Advances in Neural Information Processing Systems 35, 3391-3402, 2022 | 3 | 2022 |
VC dimension of partially quantized neural networks in the overparametrized regime Y Wang, C Scott International Conference on Learning Representations 2022, 2022 | 3 | 2022 |
An exact solver for the Weston-Watkins SVM subproblem Y Wang, C Scott International Conference on Machine Learning, 10894-10904, 2021 | 3 | 2021 |
A gene filter for comparative analysis of single-cell RNA-sequencing trajectory datasets Y Wang, T Thong, V Saligrama, J Colacino, L Balzano, C Scott bioRxiv, 637488, 2019 | 2 | 2019 |
Correct convergence of min-sum loopy belief propagation in a block interpolation problem Y Wang, MG Reyes, DL Neuhoff arXiv preprint arXiv:1702.06391, 2017 | 2 | 2017 |
Unified Binary and Multiclass Margin-Based Classification Y Wang, C Scott Journal of Machine Learning Research 25 (143), 1-51, 2024 | 1 | 2024 |
Sim2Real in Reconstructive Spectroscopy: Deep Learning with Augmented Device-Informed Data Simulation J Chen, P Li, Y Wang, PC Ku, Q Qu arXiv preprint arXiv:2403.12354, 2024 | | 2024 |
Classification via Multiple Hyperplanes: Loss functions, Overparametrization, and Interpolation Y Wang University of Michigan, 2022 | | 2022 |