Xavier Muller

2 papers · 2011–2011 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 📈 Trend Setter

Venues

AISTATS (1) NeurIPS (1)

Top co-authors

Salah Rifai (2) Yoshua Bengio (2) Yann N. Dauphin (1) Xavier Glorot (1) Youssouf Chherawala (1) Myriam Côté (1) Guillaume Sicard (1) François Savard (1) Thomas Breuel (1) Razvan Pascanu (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2)

Keywords

representation learning (2) semi-supervised learning (1) multi-task learning (1) manifold learning (1) deep learning (1) singular value decomposition (1) semi-supervised classification (1) contractive autoencoders (1) semi-supervised hypothesis (1) autoencoders (1) character recognition (1) handwritten character recognition (1) out-of-distribution learning (1) tangent propagation (1)

Papers

Deep Learners Benefit More from Out-of-Distribution Examples AISTATS 2011 The Manifold Tangent Classifier NeurIPS 2011