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 × United Kingdom
2 × Germany
4 × USA
Collaborated with:
P.Tadepalli R.Givan T.Bauer M.Erwig J.Pinto Y.Xu T.G.Dietterich J.R.Doppa C.Parker A.Wilson S.Ray J.Azimi X.Z.Fern G.Borradaile B.Heeringa S.Natarajan E.Altendorf A.C.Restificar Ethan W. Dereszynski Jesse Hostetler Thao-Trang Hoang Mark Udarbe T.E.Senator H.G.Goldberg A.Memory W.T.Young B.Rees R.Pierce D.Huang M.Reardon D.A.Bader E.Chow I.A.Essa J.Jones V.Bettadapura D.H.Chau O.Green O.Kaya A.Zakrzewska E.Briscoe R.L.M.IV R.McColl L.Weiss W.Wong S.Das A.Emmott J.Irvine J.Y.Lee D.Koutra C.Faloutsos D.D.Corkill L.Friedland A.Gentzel D.Jensen
Talks about:
learn (7) probabilist (2) structur (2) program (2) search (2) model (2) infer (2) adapt (2) activ (2) real (2)

Person: Alan Fern

DBLP DBLP: Fern:Alan

Contributed to:

KDD 20132013
GPCE 20122012
ICML 20122012
PEPM 20112011
ICML 20072007
ICML 20052005
ICML 20042004
ICML 20002000
AIIDE 20112011

Wrote 12 papers:

KDD-2013-SenatorGMYRPHRBCEJBCGKZBMMWDFWDEILKFCFGJ #database #detection #process
Detecting insider threats in a real corporate database of computer usage activity (TES, HGG, AM, WTY, BR, RP, DH, MR, DAB, EC, IAE, JJ, VB, DHC, OG, OK, AZ, EB, RLMI, RM, LW, TGD, AF, WKW, SD, AE, JI, JYL, DK, CF, DDC, LF, AG, DJ), pp. 1393–1401.
GPCE-2012-BauerEFP #adaptation #performance
Faster program adaptation through reward attribution inference (TB, ME, AF, JP), pp. 103–111.
ICML-2012-AzimiFFBH #coordination #learning
Batch Active Learning via Coordinated Matching (JA, AF, XZF, GB, BH), p. 44.
ICML-2012-DoppaFT #predict
Output Space Search for Structured Prediction (JRD, AF, PT), p. 107.
PEPM-2011-BauerEFP #adaptation #java #programming
Adaptation-based programming in java (TB, ME, AF, JP), pp. 81–90.
ICML-2007-ParkerFT #learning #performance #query #retrieval
Learning for efficient retrieval of structured data with noisy queries (CP, AF, PT), pp. 729–736.
ICML-2007-WilsonFRT #approach #learning #multi
Multi-task reinforcement learning: a hierarchical Bayesian approach (AW, AF, SR, PT), pp. 1015–1022.
ICML-2007-XuF #learning #linear #on the #ranking
On learning linear ranking functions for beam search (YX, AF), pp. 1047–1054.
ICML-2005-NatarajanTADFR #first-order #learning #modelling #probability
Learning first-order probabilistic models with combining rules (SN, PT, EA, TGD, AF, ACR), pp. 609–616.
ICML-2004-FernG #relational #reliability
Relational sequential inference with reliable observations (AF, RG).
ICML-2000-FernG #empirical #learning #online
Online Ensemble Learning: An Empirical Study (AF, RG), pp. 279–286.
AIIDE-2011-DereszynskiHFDHU #behaviour #game studies #learning #modelling #probability #realtime
Learning Probabilistic Behavior Models in Real-Time Strategy Games (EWD, JH, AF, TGD, TTH, MU).

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.