posted by user: georgmartius || 2485 views || tracked by 2 users: [display]

LMCA 2020 : Learning Meets Combinatorial Algorithms @ NeurIPS

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/view/lmca2020
 
When Dec 11, 2020 - Dec 12, 2020
Where virtual
Submission Deadline Oct 16, 2020
Notification Due Oct 29, 2020
Categories    machine learning   combinatorial optimization   deep learning
 

Call For Papers

Machine learning algorithms have been shown to generalize poorly on combinatorially demanding tasks. Recent research has demonstrated that merging combinatorial optimization with machine learning methods enables solving problems that require non-trivial combinatorial generalization beyond pattern matching. In this spirit, this workshop aims to bring the communities (machine learning and combinatorial optimization, operations research) together in order to motivate further research at the intersection. This involves:
- Machine learning approaches aimed at improving combinatorial algorithms/solvers.
- Machine learning techniques to directly learn solvers for combinatorial problems.
- Hybrid architectures; pipelines containing both algorithmic/combinatorial and standard NN building blocks.
- Applications of the above.

We will be accepting abstracts (4 pages excluding acknowledgment section, references and appendix) that fit the theme of the workshop. Please use the standard NeurIPS template for submitting the abstracts, the submission may optionally contain an appendix, no broader impact section is required. Authors of accepted abstracts are expected to provide a short video (5 min) describing their work and to participate in a short poster session on the day of the workshop.
Important dates:
Submissions open: Sep 03 2020 11:59PM UTC
Submissions close: Oct 05 2020 11:59PM UTC
Notification of acceptance: Oct 29 11:59PM UTC
Deadline for recording: Nov 14 2020 11:59PM UTC
Workshop Dates: Dec 11 or 12 2020 (TBD)

We are using OpenReview as our submission system, the review procedure is going to be double-blind and all review related material will remain private. Accepted abstracts are going to be listed on the conference website and OpenReview unless the authors request otherwise. Contact us: lmcaorganizers@gmail.com
Style Files: https://nips.cc/Conferences/2020/PaperInformation/StyleFiles

Submission: https://openreview.net/group?id=NeurIPS.cc/2020/Workshop/LMCA

Related Resources

NeurIPS 2021   NeurIPS 2021 : Thirty-fifth Conference on Neural Information Processing Systems
WSDM 2022   Web Search and Data Mining
DL in Hardware 2021   Circuits and Systems of Dictionary Learning Algorithms and Applications Special Issue
DMSE 2021   2nd International Conference on Data Mining and Software Engineering
ICMLA 2021   20th IEEE International Conference on Machine Learning and Applications
ACML 2021   The 13th Asian Conference on Machine Learning
ICONIP 2021   The 28th International Conference on Neural Information Processing (ICONIP2021)
MECHATROJ 2021   Mechatronics and Applications: An International Journal (MECHATROJ)
ICADCML 2022   3rd International Conference on Advances in Distributed Computing and Machine Learning - 2022
IJAD 2021   International Journal of Advanced Dermatology