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IJCNN
2000
IEEE
15 years 8 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
DAWAK
2000
Springer
15 years 8 months ago
Applying Vertical Fragmentation Techniques in Logical Design of Multidimensional Databases
In the context of multidimensional databases implemented on relational DBMSs through star schemes, the most effective technique to enhance performances consists of materializing re...
Matteo Golfarelli, Dario Maio, Stefano Rizzi
DATE
1999
IEEE
129views Hardware» more  DATE 1999»
15 years 8 months ago
Battery-Powered Digital CMOS Design
In this paper, we consider the problem of maximizing the battery life (or duration of service) in battery-powered CMOS circuits. We first show that the battery efficiency (or utili...
Massoud Pedram, Qing Wu
INFOCOM
1999
IEEE
15 years 8 months ago
Optimal Partition of QoS Requirements on Unicast Paths and Multicast Trees
We investigate the problem of optimal resource allocation for end-to-end QoS requirements on unicast paths and multicast trees. Specifically, we consider a framework in which reso...
Dean H. Lorenz, Ariel Orda
USS
2010
15 years 1 months ago
The Case for Ubiquitous Transport-Level Encryption
Today, Internet traffic is encrypted only when deemed necessary. Yet modern CPUs could feasibly encrypt most traffic. Moreover, the cost of doing so will only drop over time. Tcpc...
Andrea Bittau, Michael Hamburg, Mark Handley, Davi...