Olivier Delalleau

Publications by Year

Research Areas

Neural Networks and Applications, Topic Modeling, Face and Expression Recognition, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI)

Most-Cited Works

• Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering(2003)
• → Learning Eigenfunctions Links Spectral Embedding and Kernel PCA(2004)338 cited
• → Label Propagation and Quadratic Criterion(2006)282 cited
• Shallow vs. Deep Sum-Product Networks(2011)
• → Justifying and Generalizing Contrastive Divergence(2008)210 cited
• Theano: Deep Learning on GPUs with Python(2012)
• → On the Expressive Power of Deep Architectures(2011)200 cited
• The Curse of Highly Variable Functions for Local Kernel Machines(2005)
• Efficient Non-Parametric Function Induction in Semi-Supervised Learning(2004)