Travelled to:1 × Canada
1 × China
1 × Finland
1 × Israel
1 × United Kingdom
2 × Australia
2 × USA
Collaborated with:K.Balasubramanian J.D.Lafferty Y.Zhao K.Yu L.Li H.Park J.V.Dillon J.Lee S.Kim Y.Singer D.Agarwal B.Chen Q.He Z.Hua Y.Ma P.Shivaswamy H.Tseng J.Yang L.Zhang
Talks about:margin (2) spars (2) model (2) local (2) learn (2) rank (2) use (2) likelihood (1) represent (1) multinomi (1)
Person: Guy Lebanon
DBLP: Lebanon:Guy
Facilitated 1 volumes:
EdContributed to:
2015
20132013201220122010200820042002Wrote 9 papers:
- KDD-2015-AgarwalCHHLMSTY #personalisation
- Personalizing LinkedIn Feed (DA, BCC, QH, ZH, GL, YM, PS, HPT, JY, LZ), pp. 1651–1660.
- ICML-c2-2013-LeeKLS #approximate #matrix #rank
- Local Low-Rank Matrix Approximation (JL, SK, GL, YS), pp. 82–90.
- ICML-c3-2013-BalasubramanianYL #learning
- Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations (KB, KY, GL), pp. 289–297.
- ICML-2012-BalasubramanianL #multi #predict
- The Landmark Selection Method for Multiple Output Prediction (KB, GL), p. 41.
- KDD-2012-LiLP #coordination #performance #using
- Fast bregman divergence NMF using taylor expansion and coordinate descent (LL, GL, HP), pp. 307–315.
- ICML-2010-DillonBL #analysis #generative #learning
- Asymptotic Analysis of Generative Semi-Supervised Learning (JVD, KB, GL), pp. 295–302.
- ICML-2008-LebanonZ #modelling
- Local likelihood modeling of temporal text streams (GL, YZ), pp. 552–559.
- ICML-2004-LebanonL #classification #multi
- Hyperplane margin classifiers on the multinomial manifold (GL, JDL).
- ICML-2002-LebanonL #modelling #named #permutation #probability #ranking #using
- Cranking: Combining Rankings Using Conditional Probability Models on Permutations (GL, JDL), pp. 363–370.