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NeurIPS 2022 : Thirty-sixth Conference on Neural Information Processing Systems


When Nov 28, 2022 - Dec 8, 2022
Where New Orleans, LA. Hybrid
Abstract Registration Due May 16, 2022
Submission Deadline May 19, 2022
Notification Due Sep 14, 2022
Final Version Due Oct 12, 2022
Categories    machine learning   artificial intelligence   data mining   neural networks

Call For Papers

The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022) is an interdisciplinary conference that brings together researchers in machine learning, neuroscience, statistics, optimization, computer vision, natural language processing, life sciences, natural sciences, social sciences, and other adjacent fields. We invite submissions presenting new and original research on topics including but not limited to the following:

General Machine Learning

Deep Learning (e.g., architectures, generative models, optimization for deep networks)

Reinforcement Learning (e.g., decision and control, planning, hierarchical RL, robotics)

Applications (e.g., speech processing, computer vision, NLP)

Machine Learning for Sciences (e.g. biology, physics, health sciences, social sciences)

Probabilistic Methods (e.g., variational inference, causal inference, Gaussian processes)

Optimization (e.g., convex and non-convex optimization)

Neuroscience and Cognitive Science (e.g., neural coding, brain-computer interfaces)

Theory (e.g., control theory, learning theory, algorithmic game theory)

Infrastructure (e.g., datasets, competitions, implementations, libraries)

Social Aspects of Machine Learning (e.g., AI safety, fairness, privacy, interpretability, human-AI interaction)

Machine learning is a rapidly evolving field, and so we welcome interdisciplinary submissions that do not fit neatly into existing categories.

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