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NIPS
2008
15 years 2 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
15 years 2 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
109
Voted
VG
2001
15 years 2 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
97
Voted
INTERACT
2003
15 years 2 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
15 years 29 days 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