DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregationby Tom Segal, Asaf Shabtai,…
Total Uncertainty Quantification in Inverse PDE Solutions Obtained with Reduced-Order Deep Learning Surrogate Modelsby Yuanzhe…
The Ensemble Epanechnikov Mixture Filterby Andrey A. Popov, Renato ZanettiFirst submitted to arxiv on: 20…
Tensor tree learns hidden relational structures in data to construct generative modelsby Kenji Harada, Tsuyoshi…
Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributionsby Mirko Nardi, Lorenzo Valerio, Andrea…
Neural Exploratory Landscape Analysisby Zeyuan Ma, Jiacheng Chen, Hongshu Guo, Yue-Jiao GongFirst submitted to arxiv…
Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learningby Dong Geun Shin, Hye Won ChungFirst…
HMoE: Heterogeneous Mixture of Experts for Language Modelingby An Wang, Xingwu Sun, Ruobing Xie, Shuaipeng…
Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large…
AnyGraph: Graph Foundation Model in the Wildby Lianghao Xia, Chao HuangFirst submitted to arxiv on:…