593 search results - page 38 / 119 » Optimizing Complex Loss Functions in Structured Prediction |
GECCO
2005
Springer
14 years 3 months ago
2005
Springer
The prediction of the native structures of proteins, the socalled protein folding problem, is a NP hard multi-minima optimization problem for which to date no routine solutions ex...
AUTOMATICA
2002
13 years 10 months ago
2002
For discrete-time linear time invariant systems with constraints on inputs and states, we develop an algorithm to determine explicitly, the state feedback control law which minimi...
TSMC
2008
13 years 10 months ago
2008
Abstract-- In this paper, we address the issue of forecasting for periodically measured nonstationary traffic based on statistical time series modeling. Often with time series base...
ICML
2010
IEEE
13 years 11 months ago
2010
IEEE
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
ISNN
2005
Springer
14 years 3 months ago
2005
Springer
Abstract. Internet traffic prediction plays a fundamental role in network design, management, control, and optimization. The self-similar and non-linear nature of network traffic m...