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ECCV
2010
Springer
16 years 22 days ago
Optimizing Complex Loss Functions in Structured Prediction
Abstract. In this paper we develop an algorithm for structured prediction that optimizes against complex performance measures, those which are a function of false positive and fals...
202
Voted
PG
2003
IEEE
16 years 20 days ago
Bounding Recursive Procedural Models Using Convex Optimization
We present an algorithm to construct a tight bounding polyhedron for a recursive procedural model. We first use an iterated function system (IFS) to represent the extent of the p...
Orion Sky Lawlor, John C. Hart
ICDCN
2009
Springer
16 years 14 hour ago
Optimizing Multi-hop Queries in ZigBee Based Multi-sink Sensor Networks
Wireless sensor networks with multiple users collecting data directly from the sensors have many potential applications. An important problem is to allocate for each user a query r...
Bing Han, Gwendal Simon
175
Voted
ICRA
1993
IEEE
104views Robotics» more  ICRA 1993»
15 years 11 months ago
Numerical Determination of Optimal Non-Holonomic Paths in the Presence of Obstacles
This paper addresses the problem of numerically finding an optimal path for a robot with non-holonomic constraints. A car like robot, whose turning radius is lower bounded is cons...
Sudhaker Samuel, S. Sathiya Keerthi
195
Voted
KDD
1995
ACM
98views Data Mining» more  KDD 1995»
15 years 11 months ago
Optimization and Simplification of Hierarchical Clusterings
Clustering is often used to discover structure in data. Clustering systems differ in the objective function used to evaluate clustering quality and the control strategy used to se...
Douglas Fisher