ICLR 2017

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5th International Conference on Learning Representations


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 representation 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 deep learning and 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.


April 24 - 26, 2017



To register, go here.

Submission of Conference Track Papers

Submission of Workshop Track Abstracts

OpenReview ICLR 2017 Workshop Track

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Important Dates

    Conference Track
        Submission Deadline: 5:00pm Eastern Daylight Time (EDT), November 4th 5th, 2016
        Review Period: until December 16nd, 2016
        Rebuttal/discussion: December 17th, 2016 to January 20th, 2017
        Decision Notification: February 6th, 2017

    Workshop Track
        Application Deadline: 5:00pm Eastern Daylight Time (EDT), February 17th, 2017
        Discussion Period: until March 10th, 2017
        Decision notification: March 17th, 2017

Transportation, Hotels and Tourist Attractions

For more information, click here.

External Pages


The organizers can be contacted at iclr2017.programchairs@gmail.com