Conference on Neural Information Processing Systems
|This article does not cite any references or sources. (August 2011)|
The Conference and Workshop on Neural Information Processing Systems (NIPS) is a machine learning and computational neuroscience conference held every December. The conference is a single track meeting that includes invited talks as well as oral and poster presentations of refereed papers, followed by parallel-track workshops that up to 2013 were held at ski resorts. It began in 1987 as a connectionist neural networks conference, and was held in Denver, United States until 2000. Since then, the conference has been held in Vancouver, Canada (2001-2010), Granada, Spain (2011), and Lake Tahoe, United States (2012-2013). In 2014, the conference was held in Montreal, Canada (http://nips.cc/).
The NIPS Conference is organized by the NIPS Foundation, which was founded by Ed Posner in 1987. Terrence Sejnowski has been the President of the NIPS Foundation since 1993, when Ed had a tragic bicycle accident. The Board of Trustees consists of previous General Chairs of the NIPS Conference.
Papers in early NIPS proceedings tended to use neural networks as a tool for understanding how the human brain works, which attracted researchers with interests in biological learning systems as well as those interested in artificial learning systems. Since then, the biological and artificial systems research streams have diverged, and recent NIPS proceedings are dominated by papers on machine learning, artificial intelligence and statistics, although computational neuroscience remains an aspect of the conference.
The conference continues to span a wide range of topics and continues to grow, with over 2,500 registered participants in 2014. Besides machine learning and neuroscience, other fields represented at NIPS include cognitive science, psychology, computer vision, statistical linguistics, and information theory. Although the 'Neural' in the NIPS acronym was something of a historical relic, the recent resurgence of deep learning in neural networks, which has a wide range of practical applications in speech recognition, object recognition, natural language processing and brain imaging, has revived the initial impetus for the conference.
The proceedings from the conferences have been published in book form by Morgan Kaufmann (1987-1993), MIT Press (1994-2004) and Curran Associates (2005-2013) under the name Advances in Neural Information Processing Systems. Papers from all NIPS conferences are available at http://papers.nips.cc/. NIPS tutorials and conference presentations from 2013 are at http://nips.cc/Conferences/2013/Videos/.
- 1987 → 2000: Denver, Colorado, United States
- 2001 → 2010: Vancouver, British Columbia, Canada
- 2011: Granada, Spain, EU
- 2012 and 2013: South Lake Tahoe, Nevada, United States
- 2014 and 2015: Montréal, Quebec, Canada
- 2016: Lisbon, Portugal, EU
- NIPS proceedings
- NIPS 2011 video lectures
- NIPS 2012 video lectures
- Video Journal of Machine Learning Abstracts - Volume 3
- Announced by Terrence Sejnowski during the NIPS 2014 last day dinner