Salah Rifai

3 papers · 2011–2013 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🚀 Conference Pioneer

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Venues

AISTATS (1) ICML (1) NeurIPS (1)

Top co-authors

Yoshua Bengio (3) Xavier Muller (2) Jeremy Eustache (1) Yann N. Dauphin (1) Yann Dauphin (1) Xavier Glorot (1) Youssouf Chherawala (1) Myriam Côté (1) Guillaume Sicard (1) François Savard (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Architectures (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Optimization & Theory (1)

Keywords

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

Papers

Better Mixing via Deep Representations ICML 2013 Deep Learners Benefit More from Out-of-Distribution Examples AISTATS 2011 The Manifold Tangent Classifier NeurIPS 2011