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generalization bound

4 papers across 3 sessions

Poster Session 1

2 papers
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel
#3101 · Yilan Chen, Zhichao Wang, Wei Huang, Andi Han, Taiji Suzuki, Arya Mazumdar
Understanding Generalization in Physics Informed Models through Affine Variety Dimensions
#2102 · Takeshi Koshizuka, Issei Sato

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon
#4003 Spotlight · Tongtong Liang, Dan Qiao, Yu-Xiang Wang, Rahul Parhi

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Generalization Bounds for Model-based Algorithm Configuration
#3003 · Zhiyang Chen, Hailong Yao, Xia Yin

We present the first generalization bound for algorithm configuration that closely approximates practical model-based algorithm configurators.