Weston-Watkins Hinge Loss and Ordered Partitions. - Yutong Wang 002; Clayton Scott (NeurIPS, 2020)

An exact solver for the Weston-Watkins SVM subproblem. - Yutong Wang 002; Clayton Scott (ICML, 2021)

VC dimension of partially quantized neural networks in the overparametrized regime. - Yutong Wang 002; Clayton Scott (ICLR, 2022)

Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel. - Yutong Wang 002; Clayton Scott (NeurIPS, 2022)

Learning from Label Proportions by Learning with Label Noise. - Jianxin Zhang; Yutong Wang 002; Clayton Scott (NeurIPS, 2022)

On Classification-Calibration of Gamma-Phi Losses. - Yutong Wang 002; Clayton Scott (COLT, 2023)

Near-Interpolators: Rapid Norm Growth and the Trade-Off between Interpolation and Generalization. - Yutong Wang 002; Rishi Sonthalia; Wei Hu (AISTATS, 2024)

Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data. - Zhiwei Xu; Yutong Wang 002; Spencer Frei; Gal Vardi; Wei Hu (ICLR, 2024)

Neural Collapse in Multi-label Learning with Pick-all-label Loss. - Pengyu Li; Xiao Li; Yutong Wang 002; Qing Qu 001 (ICML, 2024)

The Implicit Bias of Gradient Descent on Separable Multiclass Data. - Hrithik Ravi; Clayton Scott; Daniel Soudry; Yutong Wang 002 (NeurIPS, 2024)

Sim2Real in Reconstructive Spectroscopy: Deep Learning with Augmented Device-Informed Data Simulation. - Jiyi Chen; Pengyu Li; Yutong Wang 002; Pei-Cheng Ku; Qing Qu 001 (CoRR, 2024)

Unified Binary and Multiclass Margin-Based Classification. - Yutong Wang 002; Clayton Scott (J. Mach. Learn. Res., 2024)