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» Relative Margin Machines
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CORR
2010
Springer
163views Education» more  CORR 2010»
14 years 8 months ago
Faster Rates for training Max-Margin Markov Networks
Structured output prediction is an important machine learning problem both in theory and practice, and the max-margin Markov network (M3 N) is an effective approach. All state-of-...
Xinhua Zhang, Ankan Saha, S. V. N. Vishwanathan
ICML
2000
IEEE
15 years 10 months ago
Relative Loss Bounds for Temporal-Difference Learning
Jürgen Forster, Manfred K. Warmuth
CIVR
2006
Springer
201views Image Analysis» more  CIVR 2006»
15 years 1 months ago
Efficient Margin-Based Rank Learning Algorithms for Information Retrieval
Learning a good ranking function plays a key role for many applications including the task of (multimedia) information retrieval. While there are a few rank learning methods availa...
Rong Yan, Alexander G. Hauptmann
ICML
2003
IEEE
15 years 10 months ago
Avoiding Bias when Aggregating Relational Data with Degree Disparity
David Jensen, Jennifer Neville, Michael Hay