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ICLR 2018 : 6th International Conference on Learning Representations

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Link: http://www.iclr.cc/
 
When Apr 30, 2018 - May 3, 2018
Where Vancouver, Canada
Submission Deadline Oct 27, 2017
Categories    machine learning   artificial intelligence   statistics   deep learning
 

Call For Papers

Paper submission deadline
5:00pm Eastern Standard Time, October 27, 2017

Location
Vancouver Convention Center, Vancouver, BC, Canada, April 30 - May 3, 2018

Overview
The performance of machine learning methods is heavily dependent on the choice of data representation (or features) on which they are applied. The rapidly developing field of deep learning is concerned with questions surrounding how we can best learn meaningful and useful representations of data. We take a broad view of the field and include topics such as feature learning, metric learning, compositional modeling, structured prediction, reinforcement learning, and issues regarding large-scale learning and non-convex optimization. The range of domains to which these techniques apply is also very broad, from vision to speech recognition, text understanding, gaming, music, etc.

A non-exhaustive list of relevant topics:

unsupervised, semi-supervised, and supervised representation learning
representation learning for planning and reinforcement learning
metric learning and kernel learning
sparse coding and dimensionality expansion
hierarchical models
optimization for representation learning
learning representations of outputs or states
implementation issues, parallelization, software platforms, hardware
applications in vision, audio, speech, natural language processing, robotics, neuroscience, or any other field
The program will include keynote presentations from invited speakers, oral presentations, and posters.

ICLR features two tracks: a Conference Track and a Workshop Track. Submissions of extended abstracts to the Workshop Track will be accepted after the decision notifications for Conference Track submissions are sent. A future call for extended abstracts will provide more details on the Workshop Track.

Some of the submitted Conference Track papers that are not accepted to the conference proceedings will be invited for presentation in the Workshop Track.

Related Resources

ICLR 2020   International Conference on Learning Representations
ICML 2020   37th International Conference on Machine Learning
MNLP 2020   4th IEEE Conference on Machine Learning and Natural Language Processing
ICDM 2020   20th IEEE International Conference on Data Mining
ICDMML 2020   【EI SCOPUS】2020 International Conference on Data Mining and Machine Learning
IEEE-CVIV 2020   2020 2nd International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2020)
WSPML 2020   2020 2nd International Workshop on Signal Processing and Machine Learning (WSPML 2020)
ICPR 2020   International Conference on Pattern Recognition 2020
CL-MISRNLP 2020   Special Issue of Computational Linguistics: Multilingual and Interlingual Semantic Representations for Natural Language Processing
ISBDAI 2020   【Ei Compendex Scopus】2020 International Symposium on Big Data and Artificial Intelligence