Reza Samavi

4 papers · 2018–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ACML (2) IJCAI (1) MIDL (1)

Top co-authors

Hamed Karimi (2) Jacqueline Isabel Bereska (1) Mina Yazdani (1) Hirad Daneshvar (1) Andrew Sutton (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Healthcare & Medicine (2) Application Areas (2) Clinical (2) Core AI (2) Core Methods (2) Learning Types · Machine Learning (2) Computer Vision (1) Deep Learning (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

image classification (1) conformal prediction (1) ensemble learning (1) uncertainty quantification (1) model robustness (1) data subsampling (1) medical image segmentation (1) graph representation (1) data privacy (1) adversarial attack (1) prediction set (1) node classification (1) privacy auditing (1) neural network robustness (1) prediction uncertainty (1) mental health (1) graph neural network (1) defensive distillation (1) diversity promoting loss (1) noisy logit (1)

Papers

Efficient Subsampling for GNN Downstream Tasks ACML 2025 SACP: Spatially-Adaptive Conformal Prediction in Uncertainty Quantification of Medical Image Segmentation MIDL 2025 DENL: Diverse Ensemble and Noisy Logits for Improved Robustness of Neural Networks ACML 2023 Tamper-Proof Privacy Auditing for Artificial Intelligence Systems IJCAI 2018