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M. Cenk Gursoy

2 papers · 2022–2024 · 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 🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (1) WACV (1)

Top co-authors

Saikiran Bulusu (1) Feng Wang (1) Geethu Joseph (1) Senem Velipasalar (1) Pramod Varshney (1)

Research topics

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

Keywords

federated learning (1) privacy attack (1) parameter estimation (1) robust statistics (1) outlier detection (1) privacy preserving (1) gradient descent (1) robust estimation (1) relu network (1) gradient inversion attack (1) data reconstruction (1) input reconstruction (1) model inversion (1) single-layer relu network (1)

Papers

Maximum Knowledge Orthogonality Reconstruction With Gradients in Federated Learning WACV 2024 Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers NeurIPS 2022