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94
Voted
ICML
2006
IEEE
16 years 1 months ago
Totally corrective boosting algorithms that maximize the margin
We consider boosting algorithms that maintain a distribution over a set of examples. At each iteration a weak hypothesis is received and the distribution is updated. We motivate t...
Gunnar Rätsch, Jun Liao, Manfred K. Warmuth
MP
2008
99views more  MP 2008»
15 years 16 days ago
Efficient robust optimization for robust control with constraints
This paper proposes an efficient computational technique for the optimal control of linear discrete-time systems subject to bounded disturbances with mixed polytopic constraints o...
Paul J. Goulart, Eric C. Kerrigan, Daniel Ralph
117
Voted
ICML
2007
IEEE
16 years 1 months ago
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
We describe and analyze a simple and effective iterative algorithm for solving the optimization problem cast by Support Vector Machines (SVM). Our method alternates between stocha...
Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro
IEEEPACT
1998
IEEE
15 years 4 months ago
Adaptive Scheduling of Computations and Communications on Distributed Memory Systems
Compile-time scheduling is one approach to extract parallelism which has proved effective when the execution behavior is predictable. Unfortunately, the performance of most priori...
Mayez A. Al-Mouhamed, Homam Najjari
129
Voted
ASPLOS
1992
ACM
15 years 4 months ago
High Speed Switch Scheduling for Local Area Networks
Current technology trends make it possible to build communication networks that can support high performance distributed computing. This paper describes issues in the design of a ...
Thomas E. Anderson, Susan S. Owicki, James B. Saxe...