[agents] 2 PhD positions on Responsible AI at Umeå University: 10 days to apply!
Virginia Dignum
m.v.dignum at tudelft.nl
Fri Nov 2 05:26:44 EDT 2018
*Two Wallenberg Artificial Intelligence Program PhD Student Positions
at Umeå University.**
*
The Department of Computing Science, is seeking outstanding candidates
for two Wallenberg Autonomous Systems Program (WASP) PhD student
positions in Computer Science. Deadline for application is November 10,
2018.
*Research topic 1: Software Engineering Methods for Responsible
Artificial Intelligence**
*URL: https://umu.varbi.com/what:job/jobID:231010/
Reference number: AN 2.2.1-1620-17
In order to ensure Responsible Artificial Intelligence applications, we
need to ensure that the development of AI systems is mindful of the
consequences for individuals and societies, by anticipating the
consequences of the design choices, reflect upon the problem being
solved by engaging all stakeholders, and take appropriate action to
ensure social, legal and ethical acceptability of the system.
Therefore, Responsible Design of Intelligent Systems concerns the
methods and tools for design and development that ensure the analysis
and evaluation of ethical, legal and societal implications.
The aim of this project is to develop an engineering process model by
which ethical considerations can be addressed throughout the various
stages of software system development. We will take as starting point
Design for Values approaches and existing methods to identify and align
the possibly conflicting values of all stakeholders. Application of
these conceptual approaches to software engineering requires formal
transformation and verification of abstract values into concrete
software design requirements and computational functionalities in ways
that are transparent, open for inspection and appropriately describe the
chain of stakeholder involvement and responsibility. This is an
important and urgent research area to make these approaches effective in
designing responsible AI applications.
*Research topic 2: Verification and control of intelligent autonomous
systems**
*URL: https://umu.varbi.com/en/what:job/jobID:231037/
Reference number: AN 2.2.1-1621-18
AI systems are increasingly expected to act autonomously. Using current
Machine Learning approaches that focus on pattern matching and rely
heavily on correlation methods leads to impenetrable systems that are
notoriously difficult to monitor (the so called black box algorithms).
However, trust on autonomous systems depends on the possibility to
verify and minimally control their behaviour. In particular, it becomes
increasingly important to formally ensure that the behaviour of an AI
system lays within some given principles.
An urgent research area in AI is therefore the development of theories
and methods for control and verification of autonomous systems. This
requires going beyond traditional control system methods, for two main
reasons. Firstly, an autonomous system will by definition operate in
open environments, which cannot be fully described nor defined a priori,
and therefore rules and constraints on behaviour will not be able to
fully regulate all possible situations encountered by the system.
Secondly, opacity is inherent in open environments and cannot be
avoided, e.g. because the systems are developed and operated by
different entities, with possible proprietary issues. The control of
autonomous systems in open environments can best be done by compliance
regulatory approaches, which are based on the observation of input and
output behaviour rather than on the regimentation of internal processes.
This is in fact what the legal systems do in the human world.
This research project will explore formal approaches to verification and
control of autonomous systems that take into account the different
values and requirements of stakeholders, the dynamics of the
environment and the inevitability of opaqueness of learning methods. The
resulting solutions will enable monitoring and regulation of the input
and output of an AI system, based on a set of ethical principles.
*About the Department and the research group**
*The Department of Computing Science is a dynamic environment with
around 100 employees representing more than 20 countries worldwide. We
conduct education and research on a broad range of topics in Computing
Science.
The Social and Ethical Artificial Intelligence group conducts research
into AI systems that meet their social responsibility, including the
development of theories, models and tools for oversight, accountability
and verification, and methods to analyse, design, measure and audit
social implications The group collaborates with several national and
international research groups, and has active links with industry and
policy organisations. Visit http://people.cs.umu.se/virginia/for more
information.
*WASP program*
The project is part of the Wallenberg AI, Autonomous Systems and
Software Program (WASP), Sweden’s largest ever individual research
program, and a major national initiative for strategically basic
research, education and faculty recruitment. The program is initiated
and generously funded by the Knut and Alice Wallenberg Foundation (KAW)
with 2.6 billion SEK. In addition to this, the program receives support
from collaborating industry and from participating universities to form
a total budget of 3.5 billion SEK. Major goals are more than 50 new
professors and more than 300 new PhDs within AI, Autonomous Systems and
Software. The vision of WASP is excellent research and competence in
artificial intelligence, autonomous systems and software for the benefit
of Swedish industry. For more information about the research and other
activities conducted within WASP please visit http://wasp-sweden.org/.
The graduate school within WASP provides foundations, perspectives, and
state-of-the-art knowledge in the different disciplines taught by
leading researchers in the field. Through an ambitious program with
research visits, partner universities, and visiting lecturers, the
graduate school actively supports forming a strong multi-disciplinary
and international professional network between PhD students, researchers
and industry. It thus provides added value on top of the existing PhD
programs at the partner universities, providing unique opportunities for
students who are dedicated to achieving international research
excellence with industrial relevance
*About the positions*
The successful applicant will be employed by Umeå University and receive
a competitive salary for a period of four years of full time PhD
studies, provided that the studies are progressing reasonably well. PhD
students are typically offered the opportunity to gain teaching
experience on suitable undergraduate courses. If so, the employment
period is extended to cover the time spent on teaching (at most 20 %)..
Expected starting date is 1st of January 2019 or as otherwise agreed.
*Admission requirements*
The applicant is required to have completed a second- cycle level
degree, or completed course requirements of at least 240 ECTS credits,
of which at least 60 ECTS credits are at second-cycle level, or have an
equivalent education from overseas, or equivalent qualifications. To
fulfil the specific entry requirements for doctoral studies in computing
science, the applicant is required to have completed courses at
second-cycle level degree equivalent to 60 ECTS credits in computing
science, or in a subject considered to be directly relevant for the
specialisation in question.
Candidates are expected to have very good knowledge in Artificial
Intelligence and software engineering. Demonstrable knowledge of systems
design and modelling, multi-agent systems, or software development is a
pre. In particular, candidates should be well acquainted with relevant
engineering and algorithmic techniques which will be applied to develop
design methodologies that account for social and ethical aspects of AI
and ensuring Responsible design and development.
Since research is conducted in an international research environment,
the ability to collaborate and contribute to teamwork, and a very good
command of the English language, both written and spoken, are key
requirements.
*Application*
A complete application should contain the following documents:
* A cover letter including a description of your research interests,
your reasons to apply for the position, and your contact information
* A curriculum vitae
* If applicable, copy of completed BSc and/or MSc thesis and other
original research publications
* Copies of degree certificates, including documentation of completed
academic courses and obtained grades
* Contact information for two persons willing to act as references
The application must be written in English or Swedish, and attached
documents must be written in or translated to English or Swedish.
Documents must be in Word or pdf format. Applications must be submitted
electronically using the e-recruitment system of Umeå University, and be
received no later than November 10, 2018. Indicating the respective
reference number.
The procedure for recruitment for the position is in accordance with the
Higher Education Ordinance (chapter 12, 2§) and the decision regarding
the position cannot be appealed. The recruitment aims at a balanced
gender distribution, and in particular women are encouraged to apply.
For additional information, please contact Virginia Dignum
virginia at cs.umu.se .
We look forward to receiving your application!
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <https://lists.cs.umbc.edu/pipermail/agents/attachments/20181102/451dda97/attachment-0001.html>
More information about the agents
mailing list