The well-known backpropagation (BP) derivative computation process for multilayer perceptrons (MLP) learning can be viewed as a simplified version of the Kelley-Bryson gradient f...
Abstract. We propose a simple, general, randomized technique to reduce certain geometric optimization problems to their corresponding decision problems. These reductions increase t...
Abstract. Most classification methods assume that the samples are drawn independently and identically from an unknown data generating distribution, yet this assumption is violated ...
We present a compositional method for the verification of component-based systems described in a subset of the BIP language encompassing multi-party interaction without data transf...
Saddek Bensalem, Marius Bozga, Joseph Sifakis, Tha...
The usability of software in rural environment is difficult for various reasons. Hence, the digital-divide remains between rural and urban population. The local language support, ...
Sree Kumar R., Neelanarayanan Venkataraman, Balaji...