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Shpresim Sadiku
I am interested in the theory and applications of 2D Computer Vision and Optimization. Currently, I am using first-order optimization methods to generate sparse adversarial attacks of high visual quality.
π¬ Contact
- office
- Room 3027 at ZIB
- sadiku (at) zib.de
- homepage
- shpresimsadiku.com
- languages
- Albanian, English, German, and Serbian
π Curriculum vitae
- since 2020
- Researcher at ZIB
- since 2020
- Member of BMS
- May 2020
- M.Sc. in Mathematics in Data Science at TUM
- Jul 2017
- B.Sc. in Mathematics at University of Tirana
π Publications and preprints
Conference proceedings
- Sadiku, S., Wagner, M., and Pokutta, S. (2023, November 29). Group-wise Sparse and Explainable Adversarial Attacks. Proceedings of the International Conference on Learning Representations.
[arXiv]
[BibTeX]
@inproceedings{2023_SadikuWagnerPokutta_Groupwisesparseattacks, year = {2025}, booktitle = {Proceedings of the International Conference on Learning Representations}, archiveprefix = {arXiv}, eprint = {2311.17434}, primaryclass = {cs.CV}, author = {Sadiku, Shpresim and Wagner, Moritz and Pokutta, Sebastian}, title = {Group-wise Sparse and Explainable Adversarial Attacks}, date = {2023-11-29} }
- Sadiku, S., Wagner, M., Nagarajan, S. G., and Pokutta, S. (2024, October 21). S-CFE: Simple Counterfactual Explanations. Proceedings of the International Conference on Artificial Intelligence and Statistics.
[arXiv]
[BibTeX]
@inproceedings{2024_SadikuEtAl_Counterfactualexplanations, year = {2025}, booktitle = {Proceedings of the International Conference on Artificial Intelligence and Statistics}, archiveprefix = {arXiv}, eprint = {2410.15723}, primaryclass = {cs.LG}, author = {Sadiku, Shpresim and Wagner, Moritz and Nagarajan, Sai Ganesh and Pokutta, Sebastian}, title = {S-CFE: Simple Counterfactual Explanations}, date = {2024-10-21} }
π¬ Talks and posters
Conference and workshop talks
- Sep 2022
- Wavelet-based Low Frequency Adversarial Attacks
3rd BMS-BGSMath Junior Meeting, Barcelona [PDF] - Mar 2021
- Neural Network Approximation Theory
BMS Conference [PDF]
Research seminar talks
- Aug 2023
- Minimally Distorted Explainable Adversarial Attacks
AIP Seminar, RIKEN Center for Advanced Intelligence Project, Tokyo - Feb 2023
- What Is Backpropagation?
"What is ...?" seminar [PDF]
Poster presentations
- Mar 2024
- Group-wise Sparse and Explainable Adversarial Attacks
Deep Learning: Theory, Applications, and Implications, RIKEN Center for Advanced Intelligence Project, Tokyo - Mar 2023
- Wavelet-based Low Frequency Adversarial Attacks
Workshop on Optimization and Machine Learning, Waischenfeld
π Event Attendance
- Mar 2023
- Workshop on Optimization and Machine Learning, Waischenfeld
- Sep 2022
- 3rd BMS-BGSMath Junior Meeting, Barcelona
π¨βπ« Teaching
- summer 2019
- Tutor for Computational Statistics at TUM
π Organization and outreach
- 2022
- Assisted in the organization of the IOL-DISCOGA Seminar in Berlin