Nicolas Le Roux
Microsoft (United States)(US)Sorbonne Université(FR)Microsoft Research (United Kingdom)(GB)Laboratoire Médiations(FR)BOKU University(AT)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Reinforcement Learning in Robotics, Face and Expression Recognition, Advanced Bandit Algorithms Research
Most-Cited Works
- Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering(2003)
- → Representational Power of Restricted Boltzmann Machines and Deep Belief Networks(2008)831 cited
- → A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets(2012)538 cited
- A latent factor model for highly multi-relational data(2012)
- → The social shortfall and ecological overshoot of nations(2021)357 cited
- → Learning Eigenfunctions Links Spectral Embedding and Kernel PCA(2004)338 cited
- → Ask the locals: Multi-way local pooling for image recognition(2011)285 cited