Poster "generalization error" Papers
14 papers found
Conference
Improving Multimodal Learning via Imbalanced Learning
Shicai Wei, Chunbo Luo, Yang Luo
ICCV 2025arXiv:2507.10203
5
citations
Theory on Mixture-of-Experts in Continual Learning
Hongbo Li, Sen Lin, Lingjie Duan et al.
ICLR 2025arXiv:2406.16437
44
citations
Differentially Private Worst-group Risk Minimization
Xinyu Zhou, Raef Bassily
ICML 2024arXiv:2402.19437
6
citations
Distributionally Robust Data Valuation
Xiaoqiang Lin, Xinyi Xu, Zhaoxuan Wu et al.
ICML 2024
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics
Ankit Vani, Frederick Tung, Gabriel Oliveira et al.
ICML 2024arXiv:2406.06700
Generalization Error of Graph Neural Networks in the Mean-field Regime
Gholamali Aminian, Yixuan He, Gesine Reinert et al.
ICML 2024arXiv:2402.07025
4
citations
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
Yijun Wan, Melih Barsbey, Abdellatif Zaidi et al.
ICML 2024arXiv:2306.08125
5
citations
Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
Bowen Zheng, Da-Wei Zhou, Han-Jia Ye et al.
ICML 2024
On the Generalization of Stochastic Gradient Descent with Momentum
Ali Ramezani-Kebrya, Kimon Antonakopoulos, Volkan Cevher et al.
ICML 2024arXiv:1809.04564
36
citations
Open-set Domain Adaptation via Joint Error based Multi-class Positive and Unlabeled Learning
Dexuan Zhang, Thomas Westfechtel, Tatsuya Harada
ECCV 2024
1
citations
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
Lokesh Nagalapatti, Pranava Singhal, Avishek Ghosh et al.
ICML 2024arXiv:2406.03864
3
citations
Predictive Dynamic Fusion
Bing Cao, Yinan Xia, Yi Ding et al.
ICML 2024arXiv:2406.04802
27
citations
Slicing Mutual Information Generalization Bounds for Neural Networks
Kimia Nadjahi, Kristjan Greenewald, Rickard Gabrielsson et al.
ICML 2024arXiv:2406.04047
4
citations
Towards Realistic Model Selection for Semi-supervised Learning
Muyang Li, Xiaobo Xia, Runze Wu et al.
ICML 2024