Soroush H. Zargarbashi

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICLR (2) ICML (2) UAI (1)

Top co-authors

Aleksandar Bojchevski (5) Simone Antonelli (1) Willem Waegeman (1) Alireza Javanmardi (1) Eyke Hüllermeier (1) Mohammad Sadegh Akhondzadeh (1) Santo M. A. R. Thies (1)

Research topics

Machine Learning (5) Core Methods (3) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Optimization & Theory (2) Application Areas (1) Bayesian & Probabilistic · Machine Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Learning Types (1)

Keywords

conformal prediction (5) prediction set (3) graph neural network (2) node classification (2) epistemic uncertainty (1) message passing (1) monte carlo sampling (1) credal set (1) conditional coverage (1) coverage guarantee (1) distribution-free guarantee (1) inductive learning (1) calibration data (1) conformal risk control (1) evasion (1) poisoning (1) adversarial robustness (1) worst-case (1) robustness (1) transductive learning (1)

Papers

Optimal Conformal Prediction under Epistemic Uncertainty UAI 2026 Robust Conformal Prediction with a Single Binary Certificate ICLR 2025 Conformal Inductive Graph Neural Networks ICLR 2024 Robust Yet Efficient Conformal Prediction Sets ICML 2024 Conformal Prediction Sets for Graph Neural Networks ICML 2023