369 search results - page 16 / 74 » Learning Message-Passing Inference Machines for Structured P... |
117
Voted
ACL
2004
15 years 1 months ago
2004
Temporal relation resolution involves extraction of temporal information explicitly or implicitly embedded in a language. This information is often inferred from a variety of inte...
136
Voted
ICCV
2011
IEEE
14 years 12 days ago
2011
IEEE
In this paper, we present an event parsing algorithm based on Stochastic Context Sensitive Grammar (SCSG) for understanding events, inferring the goal of agents, and predicting th...
104
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COLT
1999
Springer
15 years 4 months ago
1999
Springer
We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...
124
Voted
ICIG
2009
IEEE
15 years 7 months ago
2009
IEEE
Categorizing multiple objects in images is essentially a structured prediction problem: the label of an object is in general dependent on the labels of other objects in the image....
85
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Recent approaches to learning structured predictors often require approximate inference for tractability; yet its effects on the learned model are unclear. Meanwhile, most learnin...