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ICML
2009
IEEE
15 years 10 months ago
A majorization-minimization algorithm for (multiple) hyperparameter learning
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
CDC
2009
IEEE
183views Control Systems» more  CDC 2009»
15 years 1 months ago
Algorithms and stability analysis for content distribution over multiple multicast trees
Abstract— The paper investigates theoretical issues in applying the universal swarming technique to efficient content distribution. In a swarming session, a file is distributed...
Xiaoying Zheng, Chunglae Cho, Ye Xia
BMCBI
2005
102views more  BMCBI 2005»
14 years 9 months ago
Genomic multiple sequence alignments: refinement using a genetic algorithm
Background: Genomic sequence data cannot be fully appreciated in isolation. Comparative genomics
Chunlin Wang, Elliot J. Lefkowitz
CPM
2003
Springer
68views Combinatorics» more  CPM 2003»
15 years 3 months ago
Multiple Genome Alignment: Chaining Algorithms Revisited
Given n fragments from k > 2 genomes, we will show how to find an optimal chain of colinear non-overlapping fragments in time O(n logk−2 n log log n) and space O(n logk−2 n...
Mohamed Ibrahim Abouelhoda, Enno Ohlebusch
ICCAD
2000
IEEE
91views Hardware» more  ICCAD 2000»
15 years 2 months ago
A Timing-Constrained Algorithm for Simultaneous Global Routing of Multiple Nets
In this paper, we propose a new approach for VLSI interconnect global routing that can optimize both congestion and delay, which are often competing objectives. Our approach provi...
Jiang Hu, Sachin S. Sapatnekar