Fredrik Heintz

3 papers · 2019–2026 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🚀 Conference Pioneer

Venues

AAAI (3)

Top co-authors

Ibrahim Delibasoglu (1) Daniel de Leng (1) Mattias Tiger (1) Fredrik Präntare (1) Sanjay Chakraborty (1) Herman Appelgren (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Deep Learning (1) Knowledge & Reasoning (1) Mathematics & Optimization (1) Robotics (1) Applications (1) Capabilities (1) Core Methods (1) Models (1) Optimization (1) Optimization & Theory (1) Reasoning (1)

Keywords

combinatorial optimization (1) heuristic search (1) time series forecasting (1) anytime algorithm (1) variational autoencoder (1) monte carlo method (1) fourier neural operator (1) qualitative spatial reasoning (1) coalition structure generation (1) attention pooling (1) spectral domain (1) metric temporal logic (1) uncertainty handling (1) stream reasoning (1) formula progression (1) approximate reasoning (1)

Papers

Intervention-Aware Time Series Modeling: Capturing and Evaluating Feature Dependencies AAAI 2026 Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and Assignment AAAI 2021 Approximate Stream Reasoning with Metric Temporal Logic under Uncertainty AAAI 2019