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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 2022   The Tenth International Conference on Learning Representations
ICDM 2022   22nd IEEE International Conference on Data Mining
MLDM 2023   18th International Conference on Machine Learning and Data Mining
NeurIPS 2022   Thirty-sixth Conference on Neural Information Processing Systems
CFDSP 2023   2023 International Conference on Frontiers of Digital Signal Processing (CFDSP 2023)
IJCNN 2023   International Joint Conference on Neural Networks
FAIML 2022   2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2022)
EI-CFAIS 2022   2022 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2022)
WSPML 2022   2022 4rd International Workshop on Signal Processing and Machine Learning (WSPML 2022)
ICMLA 2022   IEEE International conference on Machine Learning and Applications