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» Computing Minimal Diagnoses with Critical Set Algorithms
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JMLR
2008
230views more  JMLR 2008»
14 years 10 months ago
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
Michael Collins, Amir Globerson, Terry Koo, Xavier...
SODA
2010
ACM
164views Algorithms» more  SODA 2010»
15 years 7 months ago
Differentially Private Approximation Algorithms
Consider the following problem: given a metric space, some of whose points are "clients," select a set of at most k facility locations to minimize the average distance f...
Anupam Gupta, Katrina Ligett, Frank McSherry, Aaro...
JCC
2008
88views more  JCC 2008»
14 years 10 months ago
A self-organizing algorithm for molecular alignment and pharmacophore development
Abstract: We present a method for simultaneous three-dimensional (3D) structure generation and pharmacophorebased alignment using a self-organizing algorithm called Stochastic Prox...
Deepak Bandyopadhyay, Dimitris K. Agrafiotis
ICML
2003
IEEE
15 years 10 months ago
SimpleSVM
We present a fast iterative support vector training algorithm for a large variety of different formulations. It works by incrementally changing a candidate support vector set usin...
S. V. N. Vishwanathan, Alex J. Smola, M. Narasimha...
DAC
1994
ACM
15 years 2 months ago
Clock Period Optimization During Resource Sharing and Assignment
- This paper analyzes the effect of resource sharing and assignment on the clock period of the synthesized circuit. We focus on behavioral specifications with mutually exclusive pa...
Subhrajit Bhattacharya, Sujit Dey, Franc Brglez