Fabio Anselmi

Assistant Professor, University of Trieste

Joined

November 2016

Names

Fabio Anselmi (Preferred)

Emails

****@mit.edu (Confirmed)

****@units.it (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Assistant Professor

University of Trieste (units.it)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

2011 – Present

Computational Neuroscience

2011 – Present

Publications

Interpreting Convolutional Neural Networks' Low Dimensional Approximation to Quantum Spin Systems
Yilong Ju, Shah Saad Alam, Jonathan Minoff, Fabio Anselmi, Han Pu, Ankit Patel
- Physical Review Research
- Readers: Everyone
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations
Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez
- ICLR 2025 Poster
- Readers: Everyone
Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension
Lorenzo Basile, Nikos Karantzas, Alberto D'Onofrio, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi
- Submitted to ICLR 2024
- Readers: Everyone
Symmetry-adapted representation learning
Fabio Anselmi, Georgios Evangelopoulos, Lorenzo Rosasco, Tomaso A. Poggio
- 2019 (modified: 03 May 2026)
- Pattern Recognit. 2019
- Readers: Everyone
Genuine Personality Recognition from Highly Constrained Face Images
Fabio Anselmi, Nicoletta Noceti, Lorenzo Rosasco, Robert Ward
- 2019 (modified: 24 Apr 2023)
- ICIAP (1) 2019
- Readers: Everyone
A computational model for grid maps in neural populations
Fabio Anselmi, Benedetta Franceschiello, Micah M. Murray, Lorenzo Rosasco
- 2019 (modified: 08 Nov 2022)
- CoRR 2019
- Readers: Everyone
Unsupervised learning of invariant representations
Fabio Anselmi, Joel Z. Leibo, Lorenzo Rosasco, Jim Mutch, Andrea Tacchetti, Tomaso A. Poggio
- 2016 (modified: 14 May 2023)
- Theor. Comput. Sci. 2016
- Readers: Everyone
Invariant representation for blur and down-sampling transformations
Huxiang Gu, Joel Z. Leibo, Fabio Anselmi, Chunhong Pan, Tomaso A. Poggio
- 2016 (modified: 11 Jan 2023)
- ICIP 2016
- Readers: Everyone
View-tolerant face recognition and Hebbian learning imply mirror-symmetric neural tuning to head orientation
Joel Z. Leibo, Qianli Liao, Winrich Freiwald, Fabio Anselmi, Tomaso A. Poggio
- 2016 (modified: 14 May 2023)
- CoRR 2016
- Readers: Everyone
On Invariance and Selectivity in Representation Learning
Fabio Anselmi, Lorenzo Rosasco, Tomaso A. Poggio
- 2015 (modified: 14 May 2023)
- CoRR 2015
- Readers: Everyone

View all 13 publications

Co-Authors

View all 26 co-authors