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NIPS
2008
13 years 11 months ago
An interior-point stochastic approximation method and an L1-regularized delta rule
The stochastic approximation method is behind the solution to many important, actively-studied problems in machine learning. Despite its farreaching application, there is almost n...
Peter Carbonetto, Mark Schmidt, Nando de Freitas
FLAIRS
2004
13 years 11 months ago
Developing Task Specific Sensing Strategies Using Reinforcement Learning
Robots that can adapt and perform multiple tasks promise to be a powerful tool with many applications. In order to achieve such robots, control systems have to be constructed that...
Srividhya Rajendran, Manfred Huber
VG
2001
13 years 11 months ago
Topology-Guided Downsampling
We present a new downsampling method for structured volume grids, which preserves much more of the topology of a scalar field than existing downsampling methods by preferably selec...
Martin Kraus, Thomas Ertl
INTERACT
2003
13 years 11 months ago
Real Time Head Gesture Recognition in Affective Interfaces
: In this paper we present the affective message box, a dialog box that employs a real time head gesture recognition system as its input modality. Head nods and shakes correspond t...
Rana El Kaliouby, Peter Robinson
EDOC
2008
IEEE
13 years 10 months ago
A Tactic-Based Approach to Embodying Non-functional Requirements into Software Architectures
This paper presents an approach for embodying nonfunctional requirements (NFRs) into software architecture using architectural tactics. Architectural tactics are reusable architec...
Suntae Kim, Dae-Kyoo Kim, Lunjin Lu, Sooyong Park