Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applicationsby Charith Chandra Sai Balne, Sreyoshi Bhaduri,…
FedTrans: Efficient Federated Learning via Multi-Model Transformationby Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan LaiFirst…
Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspectiveby Ningsheng Zhao, Jia Yuan Yu,…
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobileby Wei Niu, Md…
Spectral Convolutional Conditional Neural Processesby Peiman Mohseni, Nick DuffieldFirst submitted to arxiv on: 19 Apr…
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearningby Zhixin Pan, Emma Andrews, Laura Chang, Prabhat…
An economically-consistent discrete choice model with flexible utility specification based on artificial neural networksby Jose…
Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular Databy Yuta Sumiya, Hayaru shounoFirst submitted…
On the Temperature of Machine Learning Systemsby Dong ZhangFirst submitted to arxiv on: 19 Apr…
TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Predictionby Ling Yue, Jonathan Li, Sixue…