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IJCNN
2000
IEEE
14 years 2 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
IJCNN
2000
IEEE
14 years 2 months ago
Piecewise Linear Homeomorphisms: The Scalar Case
The class of piecewise linear homeomorphisms (PLH) provides a convenient functional representation for many applications wherein an approximation to data is required that is inver...
Richard E. Groff, Daniel E. Koditschek, Pramod P. ...
INFOCOM
2000
IEEE
14 years 2 months ago
Network Border Patrol
Abstract—The end-to-end nature of Internet congestion control is an important factor in its scalability and robustness. However, end-to-end congestion control algorithms alone ar...
Célio Albuquerque, Brett J. Vickers, Tatsuy...
INFOCOM
2000
IEEE
14 years 2 months ago
A QoS-Aware Multicast Routing Protocol
—The future Internet is expected to support multicast applications with quality of service (QoS) requirements. To facilitate this, QoS multicast routing protocols are pivotal in ...
Shigang Chen, Klara Nahrstedt, Yuval Shavitt
INFOCOM
2000
IEEE
14 years 2 months ago
Comparisons of Packet Scheduling Algorithms for Fair Service Among Connections on the Internet
Abstract—We investigate the performance of TCP under three representatives of packet scheduling algorithms at the router. Our main focus is to investigate how fair service can be...
Go Hasegawa, Takahiro Matsuo, Masayuki Murata, Hid...