Christopher Hawthorne

3 papers · 2016–2022 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AISTATS (1) JMLR (1) MLHC (1)

Top co-authors

Chris Williams (2) Alex Bird (2) Christopher K. I. Williams (1) Konstantinos Georgatzis (1)

Research topics

Data Science & Analytics (2) Machine Learning (2) Core Methods (2) Methods (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1)

Keywords

dynamical system (2) time series (2) multi-task learning (2) recurrent neural network (1) nonlinear dynamical system (1) uncertainty estimation (1) physiological monitoring (1) multi-task dynamical system (1) hierarchical latent variable (1) time series model (1) drug response (1) vital sign prediction (1) time series analysis (1) drug infusion (1) hierarchical model (1) latent variable (1)

Papers

Multi-Task Dynamical Systems JMLR 2022 Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019 Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring MLHC 2016