Alessio Ansuini
5 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Academic Marathon (6) π£ Hot Topic Early Bird π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
Conferences
NIPS (4)
ICML (1)
Top co-authors
Keywords
representation learning
(4)
neural network
(2)
manifold learning
(1)
principal component analysis
(1)
in-context learning
(1)
semantic analysis
(1)
neural network theory
(1)
semantic hierarchy
(1)
intrinsic dimension
(1)
intrinsic dimensionality
(1)
probability density
(1)
semantic information
(1)
convolutional neural network
(1)
supervised fine-tuning
(1)
hidden representation
(1)
deep convolutional network
(1)
layer analysis
(1)
large language model
(1)
probability landscape
(1)
few-shot learning
(1)
Papers
Persistent Topological Features in Large Language Models
ICML 2025
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models
NIPS 2024
The geometry of hidden representations of large transformer models
NIPS 2023
Hierarchical nucleation in deep neural networks
NIPS 2020
Intrinsic dimension of data representations in deep neural networks
NIPS 2019