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Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
email twitter
Travelled to:
1 × Australia
1 × China
1 × United Kingdom
2 × USA
Collaborated with:
Q.Lin T.Zhang D.Zhou M.Wu J.Sun S.P.Boyd O.Dekel R.Gilad-Bachrach O.Shamir K.Tran S.Hosseini T.Finley M.Bilenko
Talks about:
method (3) homotopi (2) gradient (2) proxim (2) optim (2) distribut (1) dimension (1) transfer (1) stochast (1) spectral (1)

Person: Lin Xiao


Contributed to:

KDD 20152015
ICML c1 20142014
ICML 20122012
ICML 20112011
ICML 20062006

Wrote 6 papers:

KDD-2015-TranHXFB #coordination #probability #scalability
Scaling Up Stochastic Dual Coordinate Ascent (KT, SH, LX, TF, MB), pp. 1185–1194.
ICML-c1-2014-LinX #adaptation #continuation #optimisation
An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization (QL, LX), pp. 73–81.
ICML-2012-XiaoZ #problem
A Proximal-Gradient Homotopy Method for the L1-Regularized Least-Squares Problem (LX, TZ), p. 160.
ICML-2011-DekelGSX #distributed #online #predict
Optimal Distributed Online Prediction (OD, RGB, OS, LX), pp. 713–720.
ICML-2011-XiaoZW #classification #orthogonal
Hierarchical Classification via Orthogonal Transfer (LX, DZ, MW), pp. 801–808.
ICML-2006-XiaoSB #reduction
A duality view of spectral methods for dimensionality reduction (LX, JS, SPB), pp. 1041–1048.

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.