I am an Assistant Professor in Mathametics with specialization in Geometry and Mathematical Statistics in Artificial Intelligence.
My research is in Applied and Computational Topology. I mainly work on defining topological invariants which are suitable for data analysis, understanding their statistical properties and their applicability in Machine Learning. I am also interested in applications of topological methods to Neuroscience and Psychiatry.
My research is financed by WASP and the Swedish Research Council.
We are currently looking for a postdoctoral researcher in Topological Data Analysis. Candidates with a background in mathematical foundations of TDA e.g poset representations and homological algebra, as well as those interested in applications to biology and interactions with Machine Learning are welcome to apply.
The position if for up to two years and financed by the WASP program. Deadline for application is 14 December 2022.
Wallenberg AI, Autonomous Systems and Software Program (WASP) is Sweden's largest individual research program ever, a major national initiative for strategically motivated basic research, education and faculty recruitment. The program addresses research on artificial intelligence and autonomous systems acting in collaboration with humans, adapting to their environment through sensors, information and knowledge, and forming intelligent systems-of-systems.
The vision of WASP is excellent research and competence in artificial intelligence, autonomous systems and software for the benefit of Swedish industry.
Read more: https://wasp-sweden.org/
The graduate school within WASP is dedicated to provide skills needed to analyze, develop, and contribute to the interdisciplinary area of artificial intelligence, autonomous systems and software. 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.
Read more: https://wasp-sweden.org/graduate-school/
Degree Project in Financial Mathematics, Second Cycle (SF291X), examiner, teacher | Course web
Degree Project in Financial Mathematics, Second Cycle (SF298X), examiner, teacher | Course web
Degree Project in Mathematical Statistics, Second Cycle (SF290X), examiner, teacher | Course web
Degree Project in Mathematical Statistics, Second Cycle (SF299X), examiner, teacher | Course web