We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
This paper proposes Reflected Simplex codebooks for limited feedback beamforming in multiple-input multipleoutput (MIMO) wireless systems. The codebooks are a geometric constructio...
— In this paper we analyze the operation of two scheduling algorithms, Class Based Queuing (CBQ) and Delay Bounded Hybrid Proportional Delay (DBHPD). We compare results obtained ...
Johanna Nieminen, Marko Luoma, Olli-Pekka Lamminen...
In this paper, we present an AUC (i.e., the Area Under the Curve of Receiver Operating Characteristics (ROC)) maximization based learning algorithm to design the classifier for ma...
One of the primary methods employed by researchers to judge the merits of new heuristics and algorithms is to run them on accepted benchmark test cases and comparing their perform...