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SIAMMAX
2010
145views more  SIAMMAX 2010»
14 years 8 months ago
Adaptive First-Order Methods for General Sparse Inverse Covariance Selection
In this paper, we consider estimating sparse inverse covariance of a Gaussian graphical model whose conditional independence is assumed to be partially known. Similarly as in [5],...
Zhaosong Lu
KDD
2004
ACM
151views Data Mining» more  KDD 2004»
16 years 2 months ago
Feature selection in scientific applications
Numerous applications of data mining to scientific data involve the induction of a classification model. In many cases, the collection of data is not performed with this task in m...
Erick Cantú-Paz, Shawn Newsam, Chandrika Ka...
AIIDE
2009
15 years 3 months ago
Case-Based Reasoning for Build Order in Real-Time Strategy Games
We present a case-based reasoning technique for selecting build orders in a real-time strategy game. The case retrieval process generalizes features of the game state and selects ...
Ben George Weber, Michael Mateas
114
Voted
ICPR
2000
IEEE
16 years 2 months ago
Unsupervised Selection and Estimation of Finite Mixture Models
We propose a new method for fitting mixture models that performs component selection and does not require external initialization. The novelty of our approach includes: a minimum ...
Anil K. Jain, Mário A. T. Figueiredo
98
Voted
ISLPED
2004
ACM
107views Hardware» more  ISLPED 2004»
15 years 7 months ago
Characterizing and modeling minimum energy operation for subthreshold circuits
Subthreshold operation is emerging as an energy-saving approach to many new applications. This paper examines energy minimization for circuits operating in the subthreshold region...
Benton H. Calhoun, Anantha Chandrakasan