posted by organizer: samek || 5805 views || tracked by 14 users: [display]

NIPS IEVDL 2017 : NIPS 2017 Workshop: Interpreting, Explaining and Visualizing Deep Learning - Now what ?

FacebookTwitterLinkedInGoogle

Link: http://www.interpretable-ml.org/nips2017workshop/
 
When Dec 9, 2017 - Dec 9, 2017
Where Long Beach, CA
Submission Deadline Oct 22, 2017
Notification Due Nov 1, 2017
Categories    deep learning   neural networks   interpretability   machine learning
 

Call For Papers

************ Call for Papers: NIPS IEVDL 2017 **************
The NIPS 2017 Workshop: Interpreting, Explaining and Visualizing Deep Learning - Now what ? aims to review recent techniques and establish new theoretical foundations for interpreting and understanding deep learning models. However, it will not stop at the methodological level, but also address the "now what?" question, where we aim to take the next step by exploring and extending practical usefulness. The workshop will have speakers from various application domains (computer vision, NLP, neuroscience, medicine), it will provide an opportunity for participants to learn from each other and initiate new interdisciplinary collaborations.

***** Important Dates *****
Submission deadline: 01 November, 2017
Author notification: 08 November, 2017
Workshop: 09 December, 2017

***** List of Speakers *****
Dhruv Batra (Georgia Tech)
Rich Caruana (Microsoft)
Trevor Darrell (UC Berkeley)
Marcel van Gerven (Radboud University)
Sepp Hochreiter (University Linz)
Been Kim (Google Brain)
Honglak Lee (University of Michigan)
Anh Nguyen (Auburn University)

***** Paper Submission *****
We call for papers on the following topics:
- interpretability of deep neural networks
- analysis and comparison of state-of-the-art models
- formalization of the interpretability problem
- interpretability for making ML socially acceptable
- applications of interpretability.

Submissions are required to stick to the NIPS format. Papers are limited to eight pages (excluding references) and will go through a review process. A selection of accepted papers together with the invited contributions will be part of an edited book at Springer LNCS.

Submission website: https://cmt3.research.microsoft.com/IEVDL2017

Related Resources

Studia Translatorica 2022   Studia Translatorica vol.13
IEEE COINS 2022   IEEE COINS 2022: Hybrid (3 days on-site | 2 days virtual)
Jean Greisch 2021   LIVING, INTERPRETING, UNDERSTANDING PHILOSOPHICALLY: Jean Greisch’s Contributions to Philosophical and Biblical Hermeneutics
ICML 2022   39th International Conference on Machine Learning
TRANSLATON 2 2021   Translaton 2: The Present and Future of Translation Studies – Current Trends and New Directions.
MLDM 2022   18th International Conference on Machine Learning and Data Mining
Studia Translatorica 2021   STUDIA TRANSLATORICA VOL. 12 - academic journal on Translation Studies
SIPP 2022   10th International Conference on Signal, Image Processing and Pattern Recognition
Seoul IFTI 2021   2021 Seoul International Forum on Translation and Interpreting
FAIML 2022   2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2022)