Biography

Enzo Tartaglione is a Full Professor at Télécom Paris, where he is responsible for the equipe Multimedia and he is a Hi!Paris associate member. He is also a Member of the ELLIS Society, Senior IEEE Member, Associate Editor of IEEE Transactions on Neural Networks and Learning Systems, Action Editor for Transactions of Machine Learning Research and of the EURASIP Journal on Image and Video Processing. He received the MS degree in Electronic Engineering at Politecnico di Torino in 2015, cum laude. The same year, he also received a magna cum laude MS in electrical and computer engineering at University of Illinois at Chicago. In 2016 he was also awarded the MS in Electronics by Politecnico di Milano, cum laude. In 2019 he obtained a PhD in Physics at Politecnico di Torino, cum laude, with the thesis "From Statistical Physics to Algorithms in Deep Neural Systems". His principal interests include compression and responsible (frugal) AI, privacy-aware learning, data debiasing, and regularization for deep learning.

Education

• Habilitation à Diriger des Recherches
  Institut Polytechnique de Paris, France
  Thesis: From model complexity reduction to feature engineering in deep learning: a regularization story
• Ph.D. in Physics (cum laude)
  Politecnico di Torino, Italy
  Thesis: From Statistical Physics to Algorithms in Deep Neural Systems
• M.Sc. Embedded Systems (score: 110/110 cum laude)
  Politecnico di Torino (Italy), Politecnico di Milano (Italy), and University of Illinois at Chicago (USA)

Editorial Activity

• Associate Editor for IEEE Transactions of Neural Networks and Learning Systems
• Action Editor for Transactions on Machine Learning Research
• Associate Editor for the EURASIP Journal on Image and Video Processing
• Area Chair:
  • ICML (2026)
  • ICLR (2026)
  • NeurIPS (2025)
  • IJCNN (2025)
  • ICASSP (2026)
  • ICME (2026)
• Session Chair:
  • ECML-PKDD (2024)
  • ICIP (2022)
• Conference Reviewer:
  • CVPR (2026,2025,2024,2023,2022,2021)
  • ICCV (2025,2023,2021)
  • ECCV (2024,2022)
  • WACV (2026,2025,2024,2023)
  • AAAI (2026,2025,2024,2023)
  • ICLR (2025, 2024)
  • ICML (2025,2024)
  • NeurIPS(2025,2024,2023)
  • ACM MM (2025)
  • AISTATS (2025)
  • BMVC (2024,2023)
  • ECML-PKDD (2024)
  • ICASSP (2025,2023)
  • ICME (2025, 2023)

Grants and funding sources

• Hi!Paris internal chair, Project GIFFAI “Grounding Information Flow for Frugal AI” (2024-2028)
  Role: Principal Investigator. €200,000
• Project BANERA “Bias-Aware NEural aRchitecture seArch”. (2024-2027)
  Role: Principal Investigator.
• Agence Nationale de la Recherche (ANR-TSIA) Project SODA “System On Chip Design leveraging Artificial Intelligence” (2023-2027) Role: Team Member. € 531,000
• European Project ELIAS “European Lighthouse of AI for Sustainability” (2023-2027)
  Role: Task leader for “Reducing Energy Requirements of Computation”.
  EU grant n. 101120237. € 11,030,575
• Hi!Paris external chair, 3 years fixed-term assistant professor recruitment (2021-2024)
  Role: Principal Investigator. € 750,000. - 2024

Scientific animation

• Workshop organizer: IP Paris – Hi! PARIS Computer Vision Workshop
  Institut Polytechnique de Paris, France - 2026
• Workshop co-organizer: Rethinking AI: Efficiency, Frugality, and Sustainability
  EurIPS 2025, Copenhagen, Denmark - 2025
• Workshop co-organizer: 2nd workshop on Fairness and ethics towards transparent AI: facing the chalLEnge through model Debiasing (FAILED)
  ICCV 2025, Honolulu, USA - 2025
• Workshop co-organizer: IP Paris Computer Vision Workshop
  Institut Polytechnique de Paris, France - 2025
• Workshop co-organizer: Fairness and ethics towards transparent AI: facing the chalLEnge through model Debiasing (FAILED)
  ECCV 2024, Milan, Italy - 2024
• Workshop co-organizer: Workshop on Green Foundation Models
  ECCV 2024, Milan, Italy - 2024
• Special session chair: Simplification, Compression and Efficiency with Neural Networks and Artificial Intelligence
  ICIP 2022, Bordeaux, France - 2022
• Tutorial organizing chair: Pruning deep neural networks: towards efficient models on the edge
  ICIAP 2021, Lecce, Italy - 2022

Awards and honors

• Finalist for the Multimedia Rising Star Award 2025
• Outstanding reviewer award: CVPR 2025 (rank A\*), ICLR 2025 (rank A\*), CVPR 2021 (rank A\*)
• Caianiello best paper award of the International Conference on Image Analysis and Processing, Sparse Double Descent in Vision Transformers: real or phantom threat?

Ph.D. Examination Committee

• Tom BORDIN - “Image semantic compression at extremely low bitrates”
  Role: Thesis reviewer
  Université de Rennes, France - Dec 2025
• Miles EVERETT - “Unlocking Scalability in Non-Iterative Capsule Networks”
  Role: Thesis reviewer
  University of Aberdeen, United Kingdom - May 2025
• Tharsan SENTHIVEL - “Towards more Efficient Transformers for Object Detection and Tracking”
  Role: Thesis reviewer
  Cergy Paris Université, France - Dec 2024
• Farzad NIKFAM - “Security and Privacy in Artificial Intelligence”
  Role: Thesis reviewer
  Politecnico di Torino, Italy - Sep 2024
• Yiqun LIU - “Learning for new generation video coders”
  Role: Committee member
  Université de Rennes, France - Dec 2023