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Dive into the research topics where Nicola Catenacci Volpi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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An Informational Parsimony Perspective on Symmetry-Based Structure Extraction
Charvin, H., Volpi, N. C. & Polani, D., 23 Oct 2024, (E-pub ahead of print) PMLR Proceedings of Machine Learning Research. Lawrence, N. (ed.). ML Research Press, p. 1-34 34 p. (PMLR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile22 Downloads (Pure) -
Leveraging Empowerment to Model Tool Use in Reinforcement Learning
Rasheed, F., Polani, D. & Catenacci Volpi, N., 25 Dec 2023, 2023 IEEE International Conference on Development and Learning (ICDL). Macau, China, p. 28-36 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile95 Downloads (Pure) -
Towards Information Theory-Based Discovery of Equivariances
Charvin, H., Catenacci Volpi, N. & Polani, D., 29 Nov 2023, p. 1-23. 23 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile31 Downloads (Pure) -
Exact and Soft Successive Refinement of the Information Bottleneck
Charvin, H., Catenacci Volpi, N., Polani, D., Lewandowsky, J. (Editor) & Bauch, G. (Editor), 19 Sept 2023, In: Entropy. 25, 9, p. 1-51 51 p., 1355.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)38 Downloads (Pure) -
Successive Refinement in Continual Learning: A Study on Spatial Representations
Catenacci Volpi, N., Charvin, H. & Polani, D., 15 Sept 2023. 3 p.Research output: Contribution to conference › Abstract
Open AccessFile123 Downloads (Pure)