A new “periodic table for machine learning,” is reshaping how researchers explore AI, unlocking fresh pathways for discovery. The framework, Information-Contrastive Learning (I-Con), connects diverse ...

After uncovering a unifying algorithm that ... to represent additional types of datapoint connections. Ultimately, having I-Con as a guide could help machine learning scientists think outside ...

However, in machine learning, computers use algorithms to analyze data ... the model can then classify new images as a type of cat or a dog with increasing accuracy. This ability to generalize ...