Marcel Hussing

7 papers · 2020–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird

Venues

ICLR (2) NeurIPS (2) COLT (1) ICML (1) MICCAI (1)

Top co-authors

Eric Eaton (5) Jessica Sorrell (4) Sikata Bela Sengupta (3) Michael Kearns (3) Aaron Roth (3) Karl Stelzner (1) Amir-massoud Farahmand (1) Kristian Kersting (1) Jannik Kossen (1) Michael J. Kearns (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Reinforcement Learning (3) Core AI (3) Methods (3) Optimization & Theory (3) Deep Learning (2) Core Methods (2) Learning Types (2) Models (2) Application Areas (1) Applications (1)

Keywords

unsupervised learning (1) reinforcement learning (1) reproducible research (1) replication study (1) sample efficiency (1) temporal difference learning (1) episodic learning (1) video prediction (1) neural architecture search (1) value function (1) value iteration (1) gradient boosting (1) model-based reinforcement learning (1) value function approximation (1) state space model (1) policy ensemble (1) world model (1) model-based control (1) regression tree (1) intersectional fairness (1)

Papers

Model Agreement via Anchoring COLT 2026 Future Slot Prediction for Unsupervised Object Discovery in Surgical Video MICCAI 2025 Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces ICML 2025 MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL ICLR 2025 Oracle-Efficient Reinforcement Learning for Max Value Ensembles NeurIPS 2024 Replicable Reinforcement Learning NeurIPS 2023 Structured Object-Aware Physics Prediction for Video Modeling and Planning ICLR 2020