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Technische Universität München
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The Forgetron: A kernel-based Perceptron on a budget
Ofer Dekel
,
Shai Shalev-Shwartz
,
Yoram Singer
SIAM Journal on Computing
37
(5), 2008, pp. 1342-1372
Learning algorithms for enclosing points in Bregmanian spheres
Koby Crammer
,
Yoram Singer
Technical Report (2003-27), 2003
Smooth e-insensitive regression by loss symmetrization
Ofer Dekel
,
Shai Shwartz
,
Yoram Singer
Technical Report (2003-28), 2003
A Markovian model for the acquisition of morphological structure
Leonid Kontorovich
,
Dana Ron
,
Yoram Singer
Technical Report (2003-26), 2003
Using mixtures of common ancestors for estimating the probabilities of discrete events in biological sequences
Eleazar Eskin
,
William N. Grundy
,
Yoram Singer
Technical Report (2002-2), 2002
Logistic regression, AdaBoost and Bregman distances
Michael Collins
,
Robert E. Schapire
,
Yoram Singer
Technical Report (2001-17), 2001
Ultraconservative online algorithms for multiclass problems
Koby Crammer
,
Yoram Singer
Technical Report (2001-18), 2001
On the algorithmic implementation of multiclass kernel-based vector machines
Koby Crammer
,
Yoram Singer
Technical Report (2001-19), 2001
Pranking with ranking
Koby Crammer
,
Yoram Singer
Technical Report (2001-21), 2001
An efficient PAC algorithm for reconstructing a mixture of lines
Sanjoy Dasgupta
,
Elan Pavlov
,
Yoram Singer
Technical Report (2001-20), 2001
Protein family classification using sparse Markov transducers
Eleazar Eskin
,
William N. Grundy
,
Yoram Singer
Technical Report (2001-23), 2001
Using mixtures of common ancestors for estimating the probabilities of discrete events in biological sequences
Eleazar Eskin
,
William N. Grundy
,
Yoram Singer
Bioinformatics
17
(1), 2001, pp. 65-73
An efficient boosting algorithm for combining preferences
Yoav Freund
,
Raj Iyer
,
Robert E. Schapire
,
Yoram Singer
Technical Report (2001-22), 2001
Reducing multiclass to binary: A unifying approach for margin classifiers
Erin L. Allwein
,
Robert E. Schapire
,
Yoram Singer
Technical Report (2000-49), 2000
PrFQ: Probabilistic fair queuing
Tal Anker
,
Roi Cohen
,
Danny Dolev
,
Yoram Singer
Technical Report (2000-30), 2000
Protein familiy classification using sparse Markov transducers
Eleazar Eskin
,
William Noble Grundy
,
Yoram Singer
Proceedings of the 8th International Conference on Intelligent Systems for Molecular Biology, ISMB'2000 (La Jolla, California, August 16-23, 2000)
, 2000, pp. 134-145
State-based classification of finger gestures from electromyographic signals
Peter Ju
,
Leslie P. Kaelbling
,
Yoram Singer
Technical Report (2000-47), 2000
On the learnability and design of output codes for multiclass problems
Yoram Singer
,
Koby Crammer
Technical Report (2000-48), 2000
Leveraged vector machines
Yoram Singer
Technical Report (1999-42), 1999
On the learnability and usage of acyclic probabilistic finite automata
Dana Ron
,
Yoram Singer
,
Naftali Tishby
Journal of Computer and System Sciences
56
(2), 1998, pp. 133-152
Using and combining predictors that specialize
Yoav Freund
,
Robert E. Schapire
,
Yoram Singer
,
Manfred K. Warmuth
Proceedings of the 29th Annual ACM Symposium on Theory of Computing, STOC'97 (El Paso, Texas, May 4-6, 1997)
, 1997, pp. 334-343
What has been will be again: A machine learning approach to the analysis of natural language
Yoram Singer
Technical Report (1995-14), 1995
The power of amnesia: Learning probabilistic automata with variable memory length
Dana Ron
,
Yoram Singer
,
Naftali Tishby
Technical Report (1994-9), 1994
Part-of-speech tagging using a variable memory Markov model
Yoram Singer
,
Hinrich Schutze
Technical Report (1994-11), 1994
Beyond word
N
-grams
Yoram Singer
,
Naftali Tishby
,
Fernando C. Pereira
Technical Report (1994-25), 1994
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