Two stages domain invariant representation learners solve the large co-variate shift in unsupervised domain adaptation…
An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithmsby Disha Ghandwani, Neeraj Sarna, Yuanyuan…
Graph Neural Networks Need Cluster-Normalize-Activate Modulesby Arseny Skryagin, Felix Divo, Mohammad Amin Ali, Devendra Singh…
Machine Learning-based Android Intrusion Detection Systemby Madiha Tahreem, Ifrah Andleeb, Bilal Zahid Hussain, Arsalan HameedFirst…
Quantized and Interpretable Learning Scheme for Deep Neural Networks in Classification Taskby Alireza Maleki, Mahsa…
Hyperparameter Tuning Through Pessimistic Bilevel Optimizationby Meltem Apaydin Ustun, Liang Xu, Bo Zeng, Xiaoning QianFirst…
CPTQuant - A Novel Mixed Precision Post-Training Quantization Techniques for Large Language Modelsby Amitash Nanda,…
Nonparametric Filtering, Estimation and Classification using Neural Jump ODEsby Jakob Heiss, Florian Krach, Thorsten Schmidt,…
Granular Ball Twin Support Vector Machine with Universum Databy M. A. Ganaie, Vrushank AhireFirst submitted…
Risk-aware Classification via Uncertainty Quantificationby Murat Sensoy, Lance M. Kaplan, Simon Julier, Maryam Saleki, Federico…