New Perspectives for Relational Learning

Videos from BIRS Workshop 15w5080

, University of Oregon
- 09:41
Relational Representations
Watch video | Download video: 201504200914-Lowd.mp4 (64M)
, University of Colorado Boulder
- 10:07
A unified view of generative models for networks: models, methods, opportunities, and challenges
Watch video | Download video: 201504200944-Jacobs.mp4 (70M)
, Aalborg University
- 10:59
Community structure analysis in social networks with relational latent feature models
Watch video | Download video: 201504201033-Jaeger.mp4 (72M)
, University of California Santa Cruz
- 11:23
Latent Variable Modeling and Statistical Relational Learning: The Missing Links
Watch video | Download video: 201504201059-Foulds.mp4 (56M)
, University of Washington
- 15:08
Lifted Inference in Probabilistic Databases -- An Overview
Watch video | Download video: 201504201413-Suciu.mp4 (156M)
, University of Maryland College Park
- 16:02
Unifying MAX SAT, Local Consistency Relaxations, and Soft Logic with Hinge-Loss Markov Random Fields
Watch video | Download video: 201504201530-Bach.mp4 (98M)
, KU Leuven
- 09:35
Probabilistic logic programming for robotics
Watch video | Download video: 201504210904-DeRaedt.mp4 (97M)
, Tokyo Institute of Technology
- 10:07
Probabilistic modeling of cyclic relations and its application to plan recognition
Watch video | Download video: 201504210943-Sato.mp4 (55M)
, Australian National University
- 11:03
Relational Stochastic Programming: Frontiers for Planning and Learning
Watch video | Download video: 201504211038-Sanner.mp4 (72M)
, KU Leuven
- 13:42
Approximate Symmetries in Lifted Inference
Watch video | Download video: 201504211314-VandenBroeck.mp4 (83M)
, Katholieke Universiteit Leuven
- 10:44
Applications of Machine Learning in Mammography
Watch video | Download video: 201504221036-Davis.mp4 (23M)
, Virginia Tech.
- 11:34
Social Trust Models
Watch video | Download video: 201504221057-Huang.mp4 (120M)
, Katholieke Universiteit Leuven
- 09:32
Lifted Generative Learning of Markov Logic Networks
Watch video | Download video: 201504230906-Davis.mp4 (80M)
, Virginia Tech.
- 10:02
Paired-Dual Learning for Circumventing the Inference Bottleneck
Watch video | Download video: 201504230933-Huang.mp4 (95M)
, University of Maryland College Park
- 10:59
Efficient Online Collective Inference for Graphical Models
Watch video | Download video: 201504231031-Pujara.mp4 (82M)
, University of Maryland College Park
- 11:29
Learning Guarantees for Relational Models in the “One Example” Setting
Watch video | Download video: 201504231101-London.mp4 (74M)