BibSLEIGH corpus
BibSLEIGH tags
BibSLEIGH bundles
BibSLEIGH people
Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
email twitter
Travelled to:
1 × Canada
1 × Germany
2 × USA
3 × France
Collaborated with:
J.Langford B.Zadrozny I.Rish S.Kale H.Luo S.Dasgupta M.Balcan S.Kakade C.Perng S.Ma V.Dani T.P.Hayes
Talks about:
learn (5) reduct (2) activ (2) tree (2) criterion (1) algorithm (1) neighbor (1) bayesian (1) summari (1) partial (1)

Person: Alina Beygelzimer

DBLP DBLP: Beygelzimer:Alina

Contributed to:

ICML 20152015
ICML 20092009
KDD 20092009
ICML 20062006
ICML 20052005
KR 20022002
KDD 20012001

Wrote 9 papers:

ICML-2015-BeygelzimerKL #adaptation #algorithm #online
Optimal and Adaptive Algorithms for Online Boosting (AB, SK, HL), pp. 2323–2331.
ICML-2009-BeygelzimerDL #learning
Importance weighted active learning (AB, SD, JL), pp. 49–56.
ICML-2009-BeygelzimerLZ #machine learning #reduction #summary #tutorial
Tutorial summary: Reductions in machine learning (AB, JL, BZ), p. 12.
KDD-2009-BeygelzimerL #learning
The offset tree for learning with partial labels (AB, JL), pp. 129–138.
ICML-2006-BalcanBL #learning
Agnostic active learning (MFB, AB, JL), pp. 65–72.
ICML-2006-BeygelzimerKL #nearest neighbour
Cover trees for nearest neighbor (AB, SK, JL), pp. 97–104.
ICML-2005-BeygelzimerDHLZ #classification #fault #reduction
Error limiting reductions between classification tasks (AB, VD, TPH, JL, BZ), pp. 49–56.
KR-2002-BeygelzimerR #complexity #learning #network
Inference Complexity as a Model-Selection Criterion for Learning Bayesian Networks (AB, IR), pp. 558–567.
KDD-2001-BeygelzimerPM #category theory #dataset #performance #scalability #visualisation
Fast ordering of large categorical datasets for better visualization (AB, CSP, SM), pp. 239–244.

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.