Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Modelsby Yae Jee Cho, Luyang Liu, Zheng…
Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learningby Kaiyi Zhang, Ang Lv, Yuhan Chen, Hansen Ha,…
VI-PANN: Harnessing Transfer Learning and Uncertainty-Aware Variational Inference for Improved Generalization in Audio Pattern Recognitionby…
Fast Cerebral Blood Flow Analysis via Extreme Learning Machineby Xi Chen, Zhenya Zang, Xingda LiFirst…
Graph Q-Learning for Combinatorial Optimizationby Victoria M. Dax, Jiachen Li, Kevin Leahy, Mykel J. KochenderferFirst…
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasksby Kaizheng Wang, Keivan Shariatmadar,…
Invariant Causal Prediction with Local Modelsby Alexander Mey, Rui Manuel CastroFirst submitted to arxiv on:…
Mixtral of Expertsby Albert Q. Jiang, Alexandre Sablayrolles, Antoine Roux, Arthur Mensch, Blanche Savary, Chris…
Inferring Properties of Graph Neural Networksby Dat Nguyen, Hieu M. Vu, Cong-Thanh Le, Bach Le,…
A Gaussian Process Framework for Solving Forward and Inverse Problems Involving Nonlinear Partial Differential Equationsby…