Solving The Data Bottleneck For Physical AI

Data is the life-blood of physical AI. Collecting real-life data is expensive. Generative AI and diffusion to create ...

Collate Launches Semantic Intelligence Graph to Help AI Understand Enterprise Data

Central to Collate's new capabilities is the launch of AI Studio, which enables enterprises to build, deploy, customize, and tune AI agents to their unique data environments. AI Studio provides a ...
IEEE

Robust Federated Learning Client Selection With Combinatorial Class Representations and Data Augmentation

Abstract: The federated learning (FL) client selection scheme can effectively mitigate global model performance degradation caused by the random aggregation of clients with heterogeneous data.
Analytics Insight

Is Java the Top Choice for Developers? Strengths in Backend, Mobile, and Data-Driven Applications

Overview: Java is best for large, secure, long-term enterprise systems with a strong type-safe guarantee.JavaScript dominates ...
IEEE

Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights

Abstract: AdaBoost approaches have been used for multi-class imbalance classification with an imbalance ratio measured on class sizes. However, such ratio would assign each training sample of the same ...