posted by user: joseg || 24295 views || tracked by 82 users: [display]

ICLR 2018 : 6th International Conference on Learning Representations

FacebookTwitterLinkedInGoogle

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 2021   Ninth International Conference on Learning Representations
EI-CFAIS 2021   2021 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2021)
ICLR 2020   International Conference on Learning Representations
IJAD 2021   International Journal of Advanced Dermatology
Multilingual 2021   Multilingual Representations for NLP
MLNLP 2021   2nd International Conference on Machine Learning Techniques and NLP
ICADCML 2022   3rd International Conference on Advances in Distributed Computing and Machine Learning - 2022
CSEIT 2021   8th International Conference on Computer Science, Engineering and Information Technology
ISC HPC 2021   ISC HIGH PERFORMANCE 2021 DIGITAL
blockchain_ml_iot 2021   Network and Electronics (MDPI) Joint Special Issue - Blockchain and Machine Learning for IoT: Security and Privacy Challenges