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MLG
2007
Springer
15 years 3 months ago
A Universal Kernel for Learning Regular Languages
We give a universal kernel that renders all the regular languages linearly separable. We are not able to compute this kernel efficiently and conjecture that it is intractable, but...
Leonid Kontorovich
CORR
2010
Springer
56views Education» more  CORR 2010»
14 years 9 months ago
Theory and Applications of Robust Optimization
In this paper we survey the primary research, both theoretical and applied, in the area of Robust Optimization (RO). Our focus is on the computational attractiveness of RO approac...
Dimitris Bertsimas, David B. Brown, Constantine Ca...
DAC
2006
ACM
15 years 10 months ago
Optimal simultaneous mapping and clustering for FPGA delay optimization
Both technology mapping and circuit clustering have a large impact on FPGA designs in terms of circuit performance, area, and power dissipation. Existing FPGA design flows carry o...
Joey Y. Lin, Deming Chen, Jason Cong
LCR
1998
Springer
111views System Software» more  LCR 1998»
15 years 1 months ago
Memory System Support for Irregular Applications
Because irregular applications have unpredictable memory access patterns, their performance is dominated by memory behavior. The Impulse con gurable memory controller will enable s...
John B. Carter, Wilson C. Hsieh, Mark R. Swanson, ...
ICCV
2009
IEEE
16 years 2 months ago
Constrained Clustering by Spectral Kernel Learning
Clustering performance can often be greatly improved by leveraging side information. In this paper, we consider constrained clustering with pairwise constraints, which specify s...
Zhenguo Li, Jianzhuang Liu