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DAGM
2006
Springer
15 years 10 months ago
Near Real-Time Motion Segmentation Using Graph Cuts
We present a new approach to integrated motion estimation and segmentation by combining methods from discrete and continuous optimization. The velocity of each of a set of regions ...
Thomas Schoenemann, Daniel Cremers
GECCO
2000
Springer
104views Optimization» more  GECCO 2000»
15 years 10 months ago
Quadratic Bloat in Genetic Programming
In earlier work we predicted program size would grow in the limit at a quadratic rate and up to fty generations we measured bloat O(generations1:2;1:5). On two simple benchmarks w...
William B. Langdon
CAISE
2005
Springer
15 years 8 months ago
On the Requirements for Cooperative Assistance in the Medical Domain
Abstract. In this paper we introduce an extension of the PARADIGMA (PARticipative Approach to DIsease Global Management) approach to take into account the home healthcare assistanc...
Liliana Ardissono, Antonio Di Leva, Giovanna Petro...
NIPS
2008
15 years 8 months ago
Particle Filter-based Policy Gradient in POMDPs
Our setting is a Partially Observable Markov Decision Process with continuous state, observation and action spaces. Decisions are based on a Particle Filter for estimating the bel...
Pierre-Arnaud Coquelin, Romain Deguest, Rém...
NIPS
2007
15 years 8 months ago
Bundle Methods for Machine Learning
We present a globally convergent method for regularized risk minimization problems. Our method applies to Support Vector estimation, regression, Gaussian Processes, and any other ...
Alex J. Smola, S. V. N. Vishwanathan, Quoc V. Le