Conference on Neural Information Processing Systems

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==Conference on Neural Information Processing Systems ==

The Conference on Neural Information Processing Systems (abbreviated as NeurIPS) is a prominent annual academic conference in the field of machine learning and computational neuroscience. It is one of the most prestigious conferences in the field, attracting researchers, practitioners, and students from around the world.

History

NeurIPS was first held in 1987 and has since grown significantly in both size and influence. The conference was originally known as the Neural Information Processing Systems Conference (NIPS) but was renamed to NeurIPS in 2018 to address concerns about the acronym's connotations.

Topics

The conference covers a wide range of topics within machine learning and artificial intelligence, including but not limited to:

• Deep learning
• Reinforcement learning
• Natural language processing
• Computer vision
• Robotics
• Neuroscience
• Optimization
• Bayesian methods
• Probabilistic models

Structure

NeurIPS typically features a variety of sessions, including:

• Keynote talks by leading researchers in the field.
• Oral presentations of selected papers.
• Poster sessions for more interactive discussions.
• Workshops and tutorials on specialized topics.
• Competitions and challenges to foster innovation and collaboration.

Submission and Review Process

The conference has a rigorous peer review process. Researchers submit their papers, which are then reviewed by a committee of experts. Accepted papers are presented at the conference and published in the conference proceedings.

Impact

NeurIPS has a significant impact on the field of machine learning and artificial intelligence. Many groundbreaking papers and ideas have been first presented at NeurIPS, influencing both academic research and industry practices.

Related Conferences

NeurIPS is often compared to other major conferences in the field, such as:

• International Conference on Machine Learning (ICML)
• Conference on Computer Vision and Pattern Recognition (CVPR)
• Association for the Advancement of Artificial Intelligence (AAAI) Conference

See Also

• Machine learning
• Artificial intelligence
• Deep learning
• Reinforcement learning
• Neuroscience