Loss Functions for Discriminative Training of Energy-Based Models
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References (11)
Gradient-based learning applied to document recognition
1998 • 49,688 citations
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
2001 • 12,824 citations
Factor graphs and the sum-product algorithm
2001 • 6,302 citations
Discriminative training methods for hidden Markov models
2002 • 1,937 citations
Learning methods for generic object recognition with invariance to pose and lighting
2004 • 1,321 citations
Max-Margin Markov Networks
2003 • 1,304 citations
Global optimization of a neural network-hidden Markov model hybrid
1992 • 204 citations
10.1162/jmlr.2003.4.7-8.1235
2000 • 157 citations
Synergistic face detection and pose estimation with energy-based models
2006 • 34 citations
Connectionist speech recognition with a global MMI algorithm
1993 • 21 citations
Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences
2003 • 10 citations
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