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Pietro Buzzega

3 papers · 2020–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint

Venues

ICLR (2) NeurIPS (1)

Top co-authors

SIMONE CALDERARA (3) Angelo Porrello (2) Lorenzo Bonicelli (1) Rita Cucchiara (1) Jacopo Bonato (1) Davide Abati (1) Riccardo Salami (1) Luigi Sabetta (1) Monica Millunzi (1) Matteo Boschini (1)

Research topics

Machine Learning (3) Learning Types (3) Artificial Intelligence (2) Application Areas (2) Learning Paradigms (2) Optimization & Theory (1)

Keywords

continual learning (2) multi-task learning (1) knowledge distillation (1) incremental learning (1) model merging (1) low-rank adaptation (1) experience replay (1) logit matching (1) modular learning (1) parameter-efficient module (1) second-order taylor approximation (1) federated learning (1) model compositionality (1)

Papers

A Second-Order Perspective on Model Compositionality and Incremental Learning ICLR 2025 Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning ICLR 2025 Dark Experience for General Continual Learning: a Strong, Simple Baseline NeurIPS 2020