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CDC
2009
IEEE
149views Control Systems» more  CDC 2009»
15 years 5 months ago
Context-dependent multi-class classification with unknown observation and class distributions with applications to bioinformatic
We consider the multi-class classification problem, based on vector observation sequences, where the conditional (given class observations) probability distributions for each class...
Alex S. Baras, John S. Baras
144
Voted
COLT
2010
Springer
15 years 2 months ago
Following the Flattened Leader
We analyze the regret, measured in terms of log loss, of the maximum likelihood (ML) sequential prediction strategy. This "follow the leader" strategy also defines one o...
Wojciech Kotlowski, Peter Grünwald, Steven de...
COMPGEOM
2009
ACM
15 years 10 months ago
Coresets for polytope distance
Following recent work of Clarkson, we translate the coreset framework to the problems of finding the point closest to the origin inside a polytope, finding the shortest distance...
Bernd Gärtner, Martin Jaggi
AINA
2007
IEEE
15 years 10 months ago
An Application-Driven MAC-layer Buffer Management with Active Dropping for Real-time Video Streaming in 802.16 Networks
— In this paper, we propose an application-driven MAC-layer buffer management framework based on a novel Active Dropping (AD) mechanism for real-time video streaming in IEEE 802....
James She, Fen Hou, Pin-Han Ho
MOBICOM
2005
ACM
15 years 9 months ago
Capacity of multi-channel wireless networks: impact of number of channels and interfaces
— This paper studies how the capacity of a static multi-channel network scales as the number of nodes, n, increases. Gupta and Kumar have determined the capacity of single-channe...
Pradeep Kyasanur, Nitin H. Vaidya