posted by user: sadegh_rk || 4690 views || tracked by 8 users: [display]

LiVe 2020 : 4th Workshop on Learning in Verification


When Apr 25, 2020 - Apr 25, 2020
Where Dublin, Ireland
Submission Deadline Feb 15, 2020
Notification Due Mar 1, 2020
Final Version Due Mar 10, 2020
Categories    formal methods   verification   machine learning

Call For Papers

LiVe 2020: 4th Workshop on Learning in Verification

held as a satellite event of ETAPS in Dublin, Ireland, on April 25, 2020

The success of machine learning has recently motivated researchers in formal methods to adapt the highly scalable learning methods to the verification setting, where correctness guarantees on the result are essential. The aim of this workshop is to bring together researchers from the formal verification community that are developing approaches to exploit learning methods in verification as well as researchers from machine learning area interested in applications in verification and synthesis. The general topic of machine learning in verification includes, for instance, the use of learning techniques (e.g. reinforcement learning) for speeding up verification (e.g. rigorous analysis of complex systems combining non-determinism, stochasticity, timing etc.), the use of machine learning data structures and algorithms (e.g. decision trees) for enhancing results of verification (e.g. generating simple invariants of programs generating small controllers of systems), verification of machine-learning artefacts (e.g. verification of neural networks), or meta-usage of machine learning (e.g. to predict the best tools to be applied to a verification problem).

Since the aim of the workshop is to stimulate discussion on the potential of learning techniques in verification and to report on recent advancements, we invite presentations of possibly already published as well as ongoing work. The submissions should be abstracts of such work, limited to at most two pages in the llncs style, and will only be published in the informal pre-proceedings for the convenience of the participants. There will be no formal publication or post-proceedings. The submission are to be done over Easychair.

Important dates:

Paper submission: February 15, 2020
Notification: March 1, 2020
Final versions for informal pre-proceedings: March 10, 2020

PC chairs

Joost-Pieter Katoen, RWTH Aachen University, Germany / University of Twente, Netherlands
Jan Kretinsky, Technical University of Munich, Germany

Related Resources

TERA - Eurasia Research 2021   19th ICTEL 2021 – International Conference on Teaching, Education & Learning, 11-12 October, Lisbon
WSDM 2022   Web Search and Data Mining
20th ICTEL October, Dubai 2021   20th ICTEL 2021 – International Conference on Teaching, Education & Learning, 23-24 October, Dubai
ACML 2021   The 13th Asian Conference on Machine Learning
VTS 2021   39th IEEE VLSI Test Symposium
IJAD 2021   International Journal of Advanced Dermatology
CAV 2021   33rd International Conference on Computer-Aided Verification
MECHATROJ 2021   Mechatronics and Applications: An International Journal (MECHATROJ)
ISSTA 2021   International Symposium on Software Testing and Analysis
MLNLP 2021   2nd International Conference on Machine Learning Techniques and NLP