Working remotely is becoming the norm for both professionals and students alike. Software development has become a global industry due to outsourcing, teleworking, flex time, and ...
Corruption of data by class-label noise is an important practical concern impacting many classification problems. Studies of data cleaning techniques often assume a uniform label ...
Channel asymmetry and high fluctuation of channel conditions are two salient characteristics of wireless channels in mobile environments. Therefore, when using IEEE 802.11 devices ...
We introduce a new approach to analyzing click logs by examining both the documents that are clicked and those that are bypassed--documents returned higher in the ordering of the ...
Atish Das Sarma, Sreenivas Gollapudi, Samuel Ieong
Typical approaches to multi-label classification problem require learning an independent classifier for every label from all the examples and features. This can become a computati...