BibSLEIGH corpus
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Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
email twitter
Travelled to:
1 × Austria
1 × China
1 × Finland
1 × United Kingdom
2 × USA
Collaborated with:
L.Carin L.Hannah I.Shterev F.Guo H.Chen X.Zhang L.Ren K.Ni Y.Xue S.Minsker S.Srivastava L.Lin M.Zhou L.Li Y.Qi D.Liu B.Chen G.Polatkan G.Sapiro P.Rai Y.Wang S.Guo G.Chen Q.An C.Wang E.Wang
Talks about:
process (6) bayesian (4) multi (4) task (4) dirichlet (3) hierarch (3) learn (3) scalabl (2) regress (2) program (2)

Person: David B. Dunson

DBLP DBLP: Dunson:David_B=

Contributed to:

RecSys 20152015
ICML c2 20142014
ICML 20122012
ICML 20112011
ICML 20082008
ICML 20072007

Wrote 15 papers:

RecSys-2015-GuoD #approach #bias #category theory
Uncovering Systematic Bias in Ratings across Categories: a Bayesian Approach (FG, DBD), pp. 317–320.
ICML-c2-2014-MinskerSLD #robust #scalability
Scalable and Robust Bayesian Inference via the Median Posterior (SM, SS, LL, DBD), pp. 1656–1664.
ICML-c2-2014-RaiWGCDC #composition #multi #rank #scalability
Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors (PR, YW, SG, GC, DBD, LC), pp. 1800–1808.
ICML-2012-HannahD #design #geometry #programming
Ensemble Methods for Convex Regression with Applications to Geometric Programming Based Circuit Design (LH, DBD), p. 24.
Bayesian Watermark Attacks (IS, DBD), p. 153.
Lognormal and Gamma Mixed Negative Binomial Regression (MZ, LL, DBD, LC), p. 113.
ICML-2011-ChenDC #markov #modelling #parametricity #topic
Topic Modeling with Nonparametric Markov Tree (HC, DBD, LC), pp. 377–384.
ICML-2011-ChenPSDC #analysis #learning #process
The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning (BC, GP, GS, DBD, LC), pp. 361–368.
ICML-2011-HannahD #approximate #problem #programming
Approximate Dynamic Programming for Storage Problems (LH, DBD), pp. 337–344.
ICML-2011-ZhangDC #infinity
Tree-Structured Infinite Sparse Factor Model (XZ, DBD, LC), pp. 785–792.
ICML-2008-AnWSWCD #analysis #image #kernel #multi #process
Hierarchical kernel stick-breaking process for multi-task image analysis (QA, CW, IS, EW, LC, DBD), pp. 17–24.
ICML-2008-QiLDC #multi #process
Multi-task compressive sensing with Dirichlet process priors (YQ, DL, DBD, LC), pp. 768–775.
ICML-2008-RenDC #process
The dynamic hierarchical Dirichlet process (LR, DBD, LC), pp. 824–831.
ICML-2007-NiCD #learning #multi #process
Multi-task learning for sequential data via iHMMs and the nested Dirichlet process (KN, LC, DBD), pp. 689–696.
ICML-2007-XueDC #flexibility #learning #matrix #multi #process
The matrix stick-breaking process for flexible multi-task learning (YX, DBD, LC), pp. 1063–1070.

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.