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Travelled to:
1 × Australia
1 × Italy
1 × Switzerland
2 × Canada
2 × Finland
7 × USA
Collaborated with:
R.E.Schapire S.Shalev-Shwartz J.C.Duchi A.Singhal N.Krause K.Crammer Y.Freund M.K.Warmuth W.W.Cohen R.D.Iyer N.Srebro O.Dekel J.Keshet A.Y.Ng E.L.Allwein P.Ju L.P.Kaelbling J.Lee S.Kim G.Lebanon T.Chandra M.Fink S.Ullman S.Dubnov N.Friedman D.P.Helmbold D.D.Lewis
Talks about:
learn (4) boost (4) margin (3) onlin (3) multiclass (2) algorithm (2) classif (2) effici (2) combin (2) text (2)

Person: Yoram Singer

DBLP DBLP: Singer:Yoram

Contributed to:

ICML c2 20132013
ICML 20092009
ICML 20082008
ICML 20072007
ICML 20062006
ICML 20042004
SIGIR 20022002
CIKM 20002000
ICML 20002000
ICML 19981998
SIGIR 19981998
STOC 19971997
ICML 19961996
SIGIR 19961996

Wrote 18 papers:

ICML-c2-2013-LeeKLS #approximate #matrix #rank
Local Low-Rank Matrix Approximation (JL, SK, GL, YS), pp. 82–90.
Boosting with structural sparsity (JCD, YS), pp. 297–304.
ICML-2008-DuchiSSC #learning #performance
Efficient projections onto the l1-ball for learning in high dimensions (JCD, SSS, YS, TC), pp. 272–279.
ICML-2007-Shalev-ShwartzSS #named
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM (SSS, YS, NS), pp. 807–814.
ICML-2006-FinkSSU #learning #multi #online
Online multiclass learning by interclass hypothesis sharing (MF, SSS, YS, SU), pp. 313–320.
ICML-2004-DekelKS #classification #scalability
Large margin hierarchical classification (OD, JK, YS).
Leveraging the margin more carefully (NK, YS).
ICML-2004-Shalev-ShwartzSN #learning #online #pseudo
Online and batch learning of pseudo-metrics (SSS, YS, AYN).
SIGIR-2002-CrammerS #algorithm #online #product line #ranking
A new family of online algorithms for category ranking (KC, YS), pp. 151–158.
SIGIR-2002-Shalev-ShwartzDFS #modelling #query #robust
Robust temporal and spectral modeling for query By melody (SSS, SD, NF, YS), pp. 331–338.
CIKM-2000-IyerLSSS #documentation
Boosting for Document Routing (RDI, DDL, RES, YS, AS), pp. 70–77.
ICML-2000-AllweinSS #approach #classification #multi
Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers (ELA, RES, YS), pp. 9–16.
ICML-2000-JuKS #classification #gesture
State-based Classification of Finger Gestures from Electromyographic Signals (PJ, LPK, YS), pp. 439–446.
ICML-1998-FreundISS #algorithm #performance
An Efficient Boosting Algorithm for Combining Preferences (YF, RDI, RES, YS), pp. 170–178.
Boosting and Rocchio Applied to Text Filtering (RES, YS, AS), pp. 215–223.
STOC-1997-FreundSSW #predict #using
Using and Combining Predictors That Specialize (YF, RES, YS, MKW), pp. 334–343.
ICML-1996-HelmboldSSW #multi #online #using
On-Line Portfolio Selection Using Multiplicative Updates (DPH, RES, YS, MKW), pp. 243–251.
SIGIR-1996-CohenS #categorisation #learning
Context-sensitive Learning Methods for Text Categorization (WWC, YS), pp. 307–315.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.