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Alekh Agarwal
homepage:http://www.msr-inria.fr/researchers/alekh-agarwal/
search externally:   Google Scholar,   Springer,   CiteSeer,   Microsoft Academic Search,   Scirus ,   DBlife


Lectures:

1952 views, 17:30  
lecture
flag A Lower Bound for the Optimization of Finite Sums
as author at  32nd International Conference on Machine Learning (ICML), Lille 2015,
1952 views
 
1790 views, 30:51   Invited Talk
invited talk
flag Selective sampling algorithms for cost-sensitive multiclass prediction
as author at  NIPS Workshops, Lake Tahoe 2013,
1790 views
[syn]  3968 views, 23:05  
lecture
flag Stochastic optimization with non-i.id. noise
as author at  Optimization for Machine Learning,
3968 views
 
[syn]  3401 views, 28:36  
lecture
flag Oracle inequalities for computationally budgeted model selection
as author at  24th Annual Conference on Learning Theory (COLT), Budapest 2011,
3401 views
[syn]  4019 views, 27:34  
lecture
flag Information-theoretic lower bounds on the oracle complexity of sparse convex optimization
as author at  Optimization for Machine Learning,
4019 views
 
[syn]  4411 views, 22:12  
lecture
flag Fast global convergence rates of gradient methods for high-dimensional statistical recovery
as author at  Oral Sessions,
4411 views
[syn]  4659 views, 25:13  
lecture
flag Message-passing for Graph-structured Linear Programs
as author at  25th International Conference on Machine Learning (ICML), Helsinki 2008,
4659 views