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Rafael Pires

2 papers · 2023–2024 · 1 venue · across top CS/AI venues

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Venues

NeurIPS (2)

Top co-authors

Anne-marie Kermarrec (2) Rachid Guerraoui (2) Rishi Sharma (2) Nirupam Gupta (1) Rafael Pinot (1) Martijn De Vos (1) Akash Dhasade (1) Youssef Allouah (1) Sadegh Farhadkhani (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Learning Paradigms · Artificial Intelligence (2) Deep Learning (1) Application Areas (1) Core Methods (1) Learning Paradigms · Machine Learning (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

federated learning (1) one-shot learning (1) non-convex optimization (1) ensemble learning (1) distributed learning (1) model aggregation (1) communication efficiency (1) data heterogeneity (1) model convergence (1) one-shot federated learning (1) model ensembling (1) decentralized learning (1) randomized communication (1) epidemic learning (1)

Papers

Revisiting Ensembling in One-Shot Federated Learning NeurIPS 2024 Epidemic Learning: Boosting Decentralized Learning with Randomized Communication NeurIPS 2023