Wouter M. Kouw

2 papers · 2016–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

JMLR (1) L4DC (1)

Top co-authors

Ismail Senoz (1) Laurens J.P. van der Maaten (1) Albert Podusenko (1) Jesse H. Krijthe (1) Bert Vries (1) Marco Loog (1)

Research topics

Machine Learning (2) Learning Types (2) Artificial Intelligence (1) Data Science & Analytics (1) Application Areas (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Core Methods (1) Methods (1) Optimization & Theory (1)

Keywords

transfer learning (1) domain adaptation (1) bayesian inference (1) variational message passing (1) linear classifier (1) autoregressive model (1) loss function (1) factor graph (1) feature-level transfer (1) state tracking (1) parameter tracking (1) time-varying dynamics (1) classifier adaptation (1)

Papers

Bayesian joint state and parameter tracking in autoregressive models L4DC 2020 Feature-Level Domain Adaptation JMLR 2016