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 × China
1 × Germany
3 × Canada
5 × USA
Collaborated with:
J.Langford C.Elkan N.Abe A.Beygelzimer C.N.d.Santos E.P.D.Pednault C.Perlich S.Rosset R.D.Lawrence V.Dani T.P.Hayes
Talks about:
learn (8) classifi (3) probabl (3) estim (3) decis (3) cost (3) reinforc (2) perform (2) classif (2) sensit (2)

Person: Bianca Zadrozny

DBLP DBLP: Zadrozny:Bianca

Contributed to:

ICML c2 20142014
ICML 20092009
KDD 20072007
KDD 20062006
ICML 20052005
ICML 20042004
KDD 20042004
KDD 20022002
ICML 20012001
KDD 20012001

Wrote 12 papers:

ICML-c2-2014-SantosZ #learning
Learning Character-level Representations for Part-of-Speech Tagging (CNdS, BZ), pp. 1818–1826.
ICML-2009-BeygelzimerLZ #machine learning #reduction #summary #tutorial
Tutorial summary: Reductions in machine learning (AB, JL, BZ), p. 12.
KDD-2007-PerlichRLZ #estimation #modelling
High-quantile modeling for customer wallet estimation and other applications (CP, SR, RDL, BZ), pp. 977–985.
KDD-2006-AbeZL #detection #learning
Outlier detection by active learning (NA, BZ, JL), pp. 504–509.
ICML-2005-BeygelzimerDHLZ #classification #fault #reduction
Error limiting reductions between classification tasks (AB, VD, TPH, JL, BZ), pp. 49–56.
ICML-2005-LangfordZ #classification #learning #performance
Relating reinforcement learning performance to classification performance (JL, BZ), pp. 473–480.
ICML-2004-Zadrozny #bias #classification #learning
Learning and evaluating classifiers under sample selection bias (BZ).
KDD-2004-AbeZL #learning #multi
An iterative method for multi-class cost-sensitive learning (NA, BZ, JL), pp. 3–11.
KDD-2002-PednaultAZ #learning
Sequential cost-sensitive decision making with reinforcement learning (EPDP, NA, BZ), pp. 259–268.
KDD-2002-ZadroznyE #classification #multi #probability
Transforming classifier scores into accurate multiclass probability estimates (BZ, CE), pp. 694–699.
ICML-2001-ZadroznyE #classification #naive bayes #probability
Obtaining calibrated probability estimates from decision trees and naive Bayesian classifiers (BZ, CE), pp. 609–616.
KDD-2001-ZadroznyE #learning
Learning and making decisions when costs and probabilities are both unknown (BZ, CE), pp. 204–213.

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.