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Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
Optimization for machine learning / edited by Suvrit Sra, Sebastian Nowozin, and Stephen J. Wright.

Recommended Databases

Web of Science - Core Collection

Access the world’s leading scholarly literature in the sciences, social sciences, arts, and humanities and examine proceedings of international conferences, symposia, seminars, colloquia, workshops, and conventions.

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arXiv.org

Open access to hundreds of thousands of e-prints in Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance and Statistics

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Scitation Database

The Scitation Database provides the most current indexing and abstracting of more than 100 major physics, astronomy, and engineering journals and conference proceedings. It provides abstracts for the more than 80 journals published by the American Institute of Physics and it member societies.

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E-Print Network

Searchable gateway to preprint servers that deal research communication for scientists and engineers.

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NASA Astrophysics Data System

NASA-funded project which maintains four bibliographic databases containing more than 8.6 million records: Astronomy and Astrophysics, Instrumentation, Physics and Geophysics, and preprints in Astronomy. Some full-text articles, as well as astronomy preprints, are available, including digitized historical astronomy and astrophysics literature.

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Helpful Websites

CERN Document Server (CDS)

Searchable database with over 800,000 bibliographic records, including 360,000 fulltext documents, of interest to people working in particle physics and related areas. Covers preprints, articles, books, journals, photographs, and much more. Available from CERN , the European Organization for Nuclear Research, the world's largest particle physics centre.

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High-Energy Physics Literature Database

INSPIRE combines the successful SPIRES database content, curated at DESY, Fermilab and SLAC, with the Invenio digital library technology developed at CERN.

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