Geovani Rizk

6 papers · 2020–2025 · 3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🧬 Topic Evolution

🔥 Unstoppable · Bronze

Venues

ICML (3) NeurIPS (2) ICLR (1)

Top co-authors

Rafael Pinot (3) Youssef Allouah (3) Rachid Guerraoui (3) Yann Chevaleyre (3) Nirupam Gupta (3) Igor Colin (2) Rida Laraki (2) Albert Thomas (2) Sasha Voitovych (1) Sadegh Farhadkhani (1)

Research topics

Machine Learning (6) Learning Types (4) Optimization & Theory (4) Artificial Intelligence (3) Mathematics & Optimization (3) Optimization (3) Core AI (2) Application Areas (1) Learning Paradigms (1)

Keywords

gradient descent (2) multi-armed bandit (2) graph structure (2) adversarial robustness (1) game theory (1) distributed learning (1) regret minimization (1) nash equilibrium (1) convergence (1) local updates (1) best arm identification (1) adversarial attack (1) regret bound (1) graphical model (1) convergence guarantee (1) zero-sum game (1) adversarial defense (1) data heterogeneity (1) randomized classifier (1) multi-agent bandit (1)

Papers

Adaptive Gradient Clipping for Robust Federated Learning ICLR 2025 Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates ICML 2024 Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity NeurIPS 2023 An α-No-Regret Algorithm For Graphical Bilinear Bandits NeurIPS 2022 Best Arm Identification in Graphical Bilinear Bandits ICML 2021 Randomization matters How to defend against strong adversarial attacks ICML 2020