r2learning.github.io - Relational Representation Learning | NeurIPS 2018 Workshop

Description: NeurIPS 2018 Workshop

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Date and Time: 8:30 AM - 6:00 PM, December 8, 2018 Location: Room 517A, Palais des Congrès de Montréal, Montréal, Canada

Relational reasoning, i.e. , learning and inference with relational data, is key to understanding how objects interact with each other and give rise to complex phenomena in the everyday world. Well-known applications include knowledge base completion and social network analysis. Although many relational datasets are available, integrating them directly into modern machine learning algorithms and systems that rely on continuous, gradient-based optimization and make strong i.i.d. assumptions is challenging. R

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