Wasim Ahmad, M.Sc.
Wasim Ahmad
Address: Computer Vision Group
Department of Mathematics and Computer Science
Friedrich Schiller University of Jena
Ernst-Abbe-Platz 2
07743 Jena
Germany
Phone: +49 (0) 3641 9 46427
E-mail: wasim (dot) ahmad (at) uni-jena (dot) de
Room: 1221
Links:
Curriculum Vitae



since May 2020 PhD Student
Computer Vision Group Jena, Friedrich Schiller University Jena, Germany
Research Topic: Causal Inference using Deep Learning
 2017 – 2019 Professional Doctorate in Engineering (PDEng)
Dynamics based Maintenance (DBM) Group, University of Twente, Enschede Netherlands
STRUKTON RAIL, Utrecht Netherlands
PDEng Project: Artificial Intelligence based Condition Monitoring of Rail Infrastructure
 2015 – 2017 M.Sc. Computer Engineering
Ulsan Industrial Artificial Intelligence (UIAI) Laboratory, University of Ulsan, South Korea
Master Thesis: Prognosis of Induction Motors using Machine Learning & Digital Signal Processing Techniques
 2008 – 2012 B.Sc. Information and Communication Systems Engineering
School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Pakistan
Bachelor Thesis: Next Generation Resource Tracking (XRT) Using RFID Technology
Research Interests
  • Applied Deep Learning / Machine Learning
  • Causal Reasoning
  • Data-driven Predictive Maintenance
Publications
2022
Causal Discovery using Model Invariance through Knockoff Interventions
Wasim Ahmad and Maha Shadaydeh and Joachim Denzler.
ICML Workshop on Spurious Correlations, Invariance and Stability (ICML-WS). 2022.
[bibtex] [web] [abstract]
2021
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals
Wasim Ahmad and Maha Shadaydeh and Joachim Denzler.
IEEE International Conference on Machine Learning and Applications (ICMLA). Pages 449-454. 2021.
[bibtex] [pdf] [web] [abstract]