Research output per year
Research output per year
Personal profile
Research profile
Associate Professor of Edge AI
Homepage: https://sk-alg.tbm.tudelft.nl/aaron/
Awards & Honors: https://sk-alg.tbm.tudelft.nl/aaron/awards.html
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Collaborations and top research areas from the last five years
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Adaptive approximate computing in edge AI and IoT applications: A review
Damsgaard, H. J., Grenier, A., Katare, D., Taufique, Z., Shakibhamedan, S., Troccoli, T., Chatzitsompanis, G., Kanduri, A., Ding, A. Y. & More Authors, 2024, In: Journal of Systems Architecture. 150, 27 p., 103114.Research output: Contribution to journal › Review article › peer-review
Open AccessFile19 Downloads (Pure) -
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services
Katare, D., Perino, D., Nurmi, J., Warnier, M., Janssen, M. & Ding, A. Y., 2023, In: IEEE Communications Surveys and Tutorials. 25, 4, p. 2714-2754 41 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)133 Downloads (Pure) -
Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving
Katare, D., Kourtellis, N., Park, S., Perino, D., Janssen, M. & Ding, A. Y., 2023, Proceedings - 2022 IEEE/ACM 7th Symposium on Edge Computing, SEC 2022. p. 342-348 7 p. (Proceedings - 2022 IEEE/ACM 7th Symposium on Edge Computing, SEC 2022).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)47 Downloads (Pure) -
DeepPick: A Deep Learning Approach to Unveil Outstanding Users Ranking with Public Attainable Features
Li, W., Xu, Z., Sun, Y., Gong, Q., Chen, Y., Ding, A. Y., Wang, X. & Hui, P., 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 291-306 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)33 Downloads (Pure) -
Energy-efficient Edge Approximation for Connected Vehicular Services
Katare, D. & Ding, A. Y., 2023, 2023 57th Annual Conference on Information Sciences and Systems, CISS 2023. IEEE, p. 1-6 6 p. (2023 57th Annual Conference on Information Sciences and Systems, CISS 2023).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile31 Downloads (Pure)