Travelled to:1 × Canada
1 × China
1 × Israel
1 × USA
1 × United Kingdom
Collaborated with:∅ B.Yu F.R.Bach R.Jenatton G.Obozinski J.Ponce G.Sapiro H.O.Song R.B.Girshick S.Jegelka Z.Harchaoui T.Darrell
Talks about:learn (3) dictionari (2) spars (2) supervis (1) hierarch (1) function (1) regular (1) complex (1) analysi (1) surrog (1)
Person: Julien Mairal
DBLP: Mairal:Julien
Contributed to:
20142013201220102009Wrote 5 papers:
- ICML-c2-2014-SongGJMHD #learning #locality #on the
- On learning to localize objects with minimal supervision (HOS, RBG, SJ, JM, ZH, TD), pp. 1611–1619.
- ICML-c3-2013-Mairal #first-order #optimisation
- Optimization with First-Order Surrogate Functions (JM), pp. 783–791.
- ICML-2012-MairalY #analysis #complexity
- Complexity Analysis of the Lasso Regularization Path (JM, BY), p. 238.
- ICML-2010-JenattonMOB #learning #taxonomy
- Proximal Methods for Sparse Hierarchical Dictionary Learning (RJ, JM, GO, FRB), pp. 487–494.
- ICML-2009-MairalBPS #learning #online #taxonomy
- Online dictionary learning for sparse coding (JM, FRB, JP, GS), pp. 689–696.