Paris Giampouras
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (4)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
continual learning
(1)
catastrophic forgetting
(1)
adversarial robustness
(1)
non-convex optimization
(1)
matrix factorization
(1)
low-rank matrix
(1)
signal recovery
(1)
adversarial attack
(1)
generalization bound
(1)
model stability
(1)
block-sparse recovery
(1)
reverse engineering
(1)
β_p perturbation
(1)
regularization-based method
(1)
union of subspace
(1)
schatten quasi-norm
(1)
block-sparse optimization
(1)
group-sparsity regularizer
(1)
Papers
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery
ICML 2025
Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework
ICML 2025
The Ideal Continual Learner: An Agent That Never Forgets
ICML 2023
Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension
ICLR 2022
Reverse Engineering $\ell_p$ attacks: A block-sparse optimization approach with recovery guarantees
ICML 2022
A novel variational form of the Schatten-$p$ quasi-norm
NIPS 2020