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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.
ICML-2012-ShterevD
Bayesian Watermark Attacks (IS, DBD), p. 153.
ICML-2012-ZhouLDC
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.
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