Giampouras, Paris

7 publications

ICML 2025 Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework Terje Mildner, Oliver Hamelijnck, Paris Giampouras, Theodoros Damoulas

ICML 2025 Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-Rank Matrix Recovery Paris Giampouras, Hanqin Cai, Rene Vidal

ICCVW 2023 Clustering-Based Domain-Incremental Learning Christiaan Lamers, René Vidal, Nabil Belbachir, Niki van Stein, Thomas Bäck, Paris Giampouras

ICML 2023 The Ideal Continual Learner: An Agent That Never Forgets Liangzu Peng, Paris Giampouras, Rene Vidal

ICLR 2022 Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension Paris Giampouras, Benjamin David Haeffele, Rene Vidal

ICML 2022 Reverse Engineering $\ell_p$ Attacks: A Block-Sparse Optimization Approach with Recovery Guarantees Darshan Thaker, Paris Giampouras, Rene Vidal

NeurIPS 2020 A Novel Variational Form of the Schatten-$p$ Quasi-Norm Paris Giampouras, Rene Vidal, Athanasios Rontogiannis, Benjamin Haeffele