 Optimization for Machine Learning (Neural Information Processing series)
The intersection of interests between machine learning and optimization
has engaged many leading researchers in both communities for some years
now. Both are vital and growing fields, and the areas of shared interest are
expanding too. This volume collects contributions from many researchers
who have been a part of these... |  |  Information Modeling for Internet Applications
Different kinds of objects containing data are found on the Internet, including structured (e.g., relational) databases, collections of documents, and search engines. On the one hand, creating, storing, manipulating, and retrieving Internet documents can benefit from techniques known from the databases and data modeling... |  |  Systems and Software Verification: Model-Checking Techniques and Tools
Model checking is a powerful approach for the formal verification of software. It automatically provides complete proofs of correctness, or explains, via counter-examples, why a system is not correct. Here, the author provides a well written and basic introduction to the new technique. The first part describes in simple terms the theoretical... |