NIPS Proceedingsβ

Pascal Vincent

10 Papers

  • Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets (2015)
  • Generalized Denoising Auto-Encoders as Generative Models (2013)
  • The Manifold Tangent Classifier (2011)
  • Convex Neural Networks (2005)
  • Non-Local Manifold Parzen Windows (2005)
  • Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering (2003)
  • Manifold Parzen Windows (2002)
  • Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference (2001)
  • K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms (2001)
  • A Neural Probabilistic Language Model (2000)