Machine Learning

Text Representation Learning for Preserving Textual Privacy and Utility of User Data

Detection and Classification of Faults in Photovoltaic Arrays Using a Graph-Based Classifier

Unsupervised Cyberbullying Detection Via Time-Informed Gaussian Mixture Model

Deep Reinforcement-Learning-Based Text Anonymization for Attribute Privacy

Photovoltaic Fault Detection Using Feedback-Enhanced Positive Unlabeled Learning

Programmable In-Memory Computing Accelerator for Low-Precision Deep Neural Network Inference

Improved Mapping of Computational Loops on Reconfigurable Architectures

Binary Neural Network for Improved Accuracy and Defense Against Bit-Flip Attacks

Memory Efficient, Multi-Domain On-Device Machine Learning

Systems and Algorithms for Few-Shot Node Classification on Graphs