In the research, they analyze the two challenges of learning from time series data with noisy labels: (a) Label noise in time series data misleads the learning process of feature representations, ...

The card, which has been compared to a nutrition label for algorithms, is available for free on GitHub, a popular open source platform. The files include a fillable template of the card ...

Labeling data is an important part of the machine learning production process. It can be treated as an engineering and mathematical task that can be solved through technological means. Automation ...

The Mining Lab aims to build statistical models to tackle hard learning problems with limited labels in knowledge-rich domain (e.g., medicine and bioinformatics). Two central research themes: - ...

The artificial intelligence (AI) machine AlphaGo astounded the world by beating world go champion Lee Se-dol in the first ...

Deaglo, an emerging FinTech company providing foreign exchange solutions, announced that its platform will now be available to financial institutions as a white label solution. This new FX solution, ...