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125
Voted
ICML
2003
IEEE
16 years 4 months ago
On the Convergence of Boosting Procedures
Tong Zhang, Bin Yu
94
Voted
ALT
2004
Springer
16 years 12 days ago
Universal Convergence of Semimeasures on Individual Random Sequences
Marcus Hutter, Andrej Muchnik
111
Voted
ALT
2004
Springer
16 years 12 days ago
On the Convergence Speed of MDL Predictions for Bernoulli Sequences
Jan Poland, Marcus Hutter
106
Voted
ML
2002
ACM
142views Machine Learning» more  ML 2002»
15 years 3 months ago
Convergence of a Generalized SMO Algorithm for SVM Classifier Design
S. Sathiya Keerthi, Elmer G. Gilbert
134
Voted
CDC
2010
IEEE
196views Control Systems» more  CDC 2010»
14 years 10 months ago
Convergence and convergence rate of stochastic gradient search in the case of multiple and non-isolated extrema
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...
Vladislav B. Tadic