Epshtein argues that a deeper understanding of generalization and principled use of prior knowledge are essential to building ...

Systematic human inspection of the millions of source cutouts in the Hubble Legacy Archive is impossible – but artificial ...

The Recentive decision exemplifies the Federal Circuit’s skepticism toward claims that dress up longstanding business problems in machine-learning garb, while the USPTO’s examples confirm that ...

Abstract: Semi-supervised learning (SSL) methods have shown promising results in solving many practical problems when only a few labels are available. The existing methods assume that the class ...

An image depicting the integration of AI technologies in banking, showcasing how legacy banks can evolve with AI advancements for improved customer experiences and operational efficiency. Supervised ...

Abstract: This paper tackles the problem of learning a dialog policy from example dialogs - for example, from Wizard-of-Oz style dialogs, where an expert (person) plays the role of the system.