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ICML
2008
IEEE
16 years 2 months ago
Learning to classify with missing and corrupted features
After a classifier is trained using a machine learning algorithm and put to use in a real world system, it often faces noise which did not appear in the training data. Particularl...
Ofer Dekel, Ohad Shamir
81
Voted
SODA
2010
ACM
187views Algorithms» more  SODA 2010»
15 years 11 months ago
An Improved Competitive Algorithm for Reordering Buffer Management
We design and analyze an on-line reordering buffer management algorithm with improved O log k log log k competitive ratio for non-uniform costs, where k is the buffer size. This i...
Noa Avigdor-Elgrabli, Yuval Rabani
ICCAD
2004
IEEE
124views Hardware» more  ICCAD 2004»
15 years 10 months ago
Architectural-level synthesis of digital microfluidics-based biochips
Microfluidics-based biochips offer a promising platform for massively parallel DNA analysis, automated drug discovery, and real-time biomolecular recognition. Current techniques f...
Fei Su, Krishnendu Chakrabarty
ICC
2009
IEEE
150views Communications» more  ICC 2009»
15 years 8 months ago
Optimum Internet Gateway Selection in Ad Hoc Networks
—Wireless ad hoc networks are connected to the fixed Internet by means of Internet gateways. Whenever a node within the ad hoc network wishes to communicate with a host in the I...
Felix Hoffmann, Daniel Medina
123
Voted
GLOBECOM
2008
IEEE
15 years 8 months ago
QoS Routing in Wireless Mesh Networks with Cognitive Radios
— In this paper, we study QoS routing in wireless mesh networks with cognitive radios, which involves route selection, channel allocation and scheduling. It turns out to be a har...
Roberto Hincapie, Jian Tang, Guoliang Xue, Roberto...