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
DBLP: Xiao:Lin
Contributed to:
2015
2014201220112006Wrote 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.