Easy learning

Easy multiple kernel learning

The goal of Multiple Kernel Learning (MKL) is to combine kernels derived from multiple sources in a data-driven way with the aim to enhance the accuracy of a kernel based machine. In this paper, we propose a time and space efficient MKL algorithm that can easily cope with hundreds of thousands of kernels and more. We compared our algorithm with other baselines plus three state-of-the-art MKL me...

Learning What's Easy: Fully Differentiable Neural Easy-First Taggers

We introduce a novel neural easy-first decoder that learns to solve sequence tagging tasks in a flexible order. In contrast to previous easy-first decoders, our models are end-to-end differentiable. The decoder iteratively updates a “sketch” of the predictions over the sequence. At its core is an attention mechanism that controls which parts of the input are strategically the best to process ne...

Tutorials Point, Simply Easy Learning

UML is a standard language for specifying, visualizing, constructing, and documenting the artifacts of software systems. UML was created by Object Management Group (OMG) and UML 1.0 specification draft was proposed to the OMG in January 1997. OMG is continuously putting effort to make a truly industry standard.  UML stands for Unified Modelling Language.  UML is different from the other commo...

Easy : a Hypermedia Learning Tool

The Web not only distributes classically organized teaching material such as overheads, lecture notes and books, but also encourages new ways of publication and provides the means for content which could not have been printed on paper. In the article we present a tool for teaching earthquake engineering an Earthquake Engineering Slide Information System (EASY). It uses information technology to...

Tutorials Point, Simply Easy Learning