DP-CDA: An Algorithm for Enhanced Privacy Preservation in Dataset Synthesis Through Randomized Mixingby Utsab Saha,…
FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutationby Jiawen Weng, Zeke Xia, Ran…
ExAL: An Exploration Enhanced Adversarial Learning Algorithmby A Vinil, Aneesh Sreevallabh Chivukula, Pranav ChintareddyFirst submitted…
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewardsby Ziyu Chen, Zhiqing Xiao,…
An AutoML-based approach for Network Intrusion Detectionby Nana Kankam Gyimah, Judith Mwakalonge, Gurcan Comert, Saidi…
Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorialby StarFirst submitted to…
Machine Learning-based sEMG Signal Classification for Hand Gesture Recognitionby Parshuram N. Aarotale, Ajita RattaniFirst submitted…
DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaborationby Sizhe Liu, Yizhou Lu, Siyu…
Research on Effectiveness Evaluation and Optimization of Baseball Teaching Method Based on Machine Learningby Shaoxuan…
Enhancing Object Detection Accuracy in Autonomous Vehicles Using Synthetic Databy Sergei Voronin, Abubakar Siddique, Muhammad…