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14th International Workshop on Numerical Software Verification, 18-19 July 2021
A workshop affiliated with CAV 2021 - Online
Web Page: https://nsv2021.github.io
Submission link: https://easychair.org/conferences/?conf=nsv21
DEADLINE EXTENSION: 7 May (See below.)
Description of the Workshop
===========================
Numerical computations are ubiquitous in digital systems: supervision,
prediction, simulation and signal processing rely heavily on numerical calculus
to achieve desired goals. Design and verification of numerical algorithms has a
unique set of challenges, which set it apart from rest of software verification.
The implementation of numerical techniques on modern hardware adds another
layer of approximation because of the use of finite representations of infinite
precision numbers that usually lack basic arithmetic properties such as
commutativity and associativity.
Finally, the development and analysis of cyber-physical systems (CPS) which
involve the interacting continuous and discrete components pose a further
challenge. It is hence imperative to develop logical and mathematical
techniques for the reasoning about programmability and reliability.
The NSV workshop is dedicated to the development of such techniques.
This year, the NSV workshop is hosting a *special session on numerical
computations in machine learning*. This includes, but is not limited to,
performance vs accuracy trade-offs, reliability, robustness, co-design of
hardware and software for numerical computations in machine learning frameworks.
Topics
======
The scope of the workshop includes, but is not restricted to, the following
topics:
Quality of finite precision numerics
- Representations of real numbers such as dfloat, finite precision, logarithmic
number systems, etc
Validation and verification of machine learning algorithms
- Performance-accuracy trade-offs in floating point representations in machine
learning
- Robustness, reliability, and hardware software co-design for numerical
computations in machine learning
Validation and verification in scientific computing and simulations
- Specifications of correctness of numerical algorithms
- Numerical optimization methods
Hybrid systems and control software verification
- Quantitative and qualitative analysis of hybrid systems
- Optimal control and synthesis of dynamical systems
- Applications in space, avionics, automotive, systems biology, etc
Important Dates
===============
Submissions deadline (extended): May 7, 2021 23:59 (AoE)
Notification: May 25, 2021
Final version: June 2, 2021
Workshop: July 18-19, 2021
Submission information
======================
We solicit regular and short papers. Paper submission must be performed via
EasyChair.
Regular papers must describe original work, be written and presented in
English, and must not substantially overlap with papers that have been
published or that are under submission. Submitted papers will be judged on the
basis of significance, relevance, correctness, originality, and clarity. They
should clearly identify what has been accomplished and why it is significant.
Regular paper submissions should not exceed 15 pages in LNCS style, plus
possibly bibliography and appendices. However, program committee members are
not required to read the appendices, thus papers must be intelligible without
them.
Short papers are also welcome: they should present tools, benchmarks,
case-studies or be extended abstracts of ongoing research. Short papers should
not exceed 6 pages, excluding extra material as above.
All accepted papers will be published as Lecture Notes in Computer Science
(LNCS) with Springer Verlag.
http://www.springer.com/lncs
Invited Speakers
================
Stanley Bak, Stony Brook University
Eva Darulova, Max Planck Institute for Software Systems
Sanjit Seshia, University of California, Berkeley
PC Chairs
======
Rayna Dimitrova, CISPA Helmholtz Center for Information Security, Germany
Chuchu Fan, Massachusetts Institute of Technology, USA
Program Committee
=================
Houssam Abbas, Oregon State University
Jyotirmoy Deshmukh, University of Southern California
Bruno Dutertre, SRI International
Sicun Gao, University of California San Diego
Mirco Giacobbe, University of Oxford
Taylor T Johnson, Vanderbilt University
Soonho Kong, Toyota Research Institute
Laura Nenzi, University of Trieste
Nicola Paoletti, Royal Holloway, University of London
Yasser Shoukry, University of California, Irvine
Miriam García Soto, IST Austria
Sadegh Soudjani, Newcastle University
Hoang-Dung Tran, Vanderbilt University
Tichakorn (Nok) Wongpiromsarn, Iowa State University
Paolo Zuliani, Newcastle University
Steering Committee
==================
Sergiy Bogomolov (Newcastle University, UK)
Radu Grosu (TU Vienna, Austria)
Matthieu Martel (Université de Perpignan, France)
Pavithra Prabhakar (Kansas State University, USA)
Sriram Sankaranarayanan (UC Boulder, USA)
