Nathan de Lara

3 papers · 2020–2023 · 3 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 · Gold 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)

Venues

AAAI (1) ICLR (1) JMLR (1)

Top co-authors

Thomas Bonald (2) Thomas Jiralerspong (1) Bertrand Charpentier (1) Elaine Lau (1) My Duc Tran (1) Flemming Kondrup (1) Quentin Lutz (1) Sumana Basu (1) Doina Precup (1) Jacob Shkrob (1)

Research topics

Machine Learning (3) Mathematics & Optimization (2) Core Methods (2) Mathematics (2) Computer Science (1) Data Science & Analytics (1) Reinforcement Learning (1) Application Areas (1) Foundations (1) Methods · Data Science & Analytics (1) Methods · Reinforcement Learning (1)

Keywords

graph clustering (2) graph analysis (1) graph embedding (1) graph regularization (1) sparse matrix (1) spectral embedding (1) node clustering (1) matrix computation (1) adjacency matrix (1) clinical decision support (1) fitted q-evaluation (1) mechanical ventilation (1) block model (1) conservative q-learning (1) node ranking (1) offline reinforcement learning (1) patient vital (1)

Papers

Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning AAAI 2023 Scikit-network: Graph Analysis in Python JMLR 2020 Spectral Embedding of Regularized Block Models ICLR 2020