Birs- 15w5080: New Perspectives for Relational Learning
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Title: Relational Representations
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Title: A unified view of generative models for networks: models, methods, opportunities, and challenges
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Title: Community structure analysis in social networks with relational latent feature models
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Title: Latent Variable Modeling and Statistical Relational Learning: The Missing Links
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Title: Lifted Inference in Probabilistic Databases -- An Overview
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Title: Unifying MAX SAT, Local Consistency Relaxations, and Soft Logic with Hinge-Loss Markov Random Fields
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Title: Probabilistic logic programming for robotics
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Title: Probabilistic modeling of cyclic relations and its application to plan recognition
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Title: Relational Stochastic Programming: Frontiers for Planning and Learning
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Title: Approximate Symmetries in Lifted Inference
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Title: Applications of Machine Learning in Mammography
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Title: Social Trust Models
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Title: Lifted Generative Learning of Markov Logic Networks
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Title: Paired-Dual Learning for Circumventing the Inference Bottleneck
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Title: Efficient Online Collective Inference for Graphical Models
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Title: Learning Guarantees for Relational Models in the “One Example” Setting
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