Bach, Francis R.

Multiple kernel learning, conic duality, and the SMO algorithm

Bach, F. R., Lanckriet, G. R. G., & Jordan, M. I. (2004) · Twenty-first international conference on Machine learning - ICML '04

Advanced Optimization Algorithms ResearchStochastic Gradient Optimization Techniques

Cited by 1,453

Dimensionality Reduction for Supervised Learning With Reproducing Kernel Hilbert Spaces

Fukumizu, K., Bach, F. R., & Jordan, M. I. (2003)

Face and Expression RecognitionStatistical Methods and Applications

Cited by 723

Automatic annotation of human actions in video

Duchenne, O., Laptev, I., Sivic, J., Bach, F., & Ponce, J. (2009) · 2009 IEEE 12th International Conference on Computer Vision

Human Pose and Action RecognitionVideo Analysis and Summarization

Cited by 275

A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization

Abernethy, J., Bach, F., Evgeniou, T., & Vert, J.-P. (2008) · arXiv

Recommender Systems and TechniquesSparse and Compressive Sensing Techniques

Cited by 210

Texture classification by statistical learning from morphological image processing: application to metallic surfaces

CORD, A., BACH, F., & JEULIN, D. (2010) · Journal of Microscopy

Industrial Vision Systems and Defect DetectionImage Retrieval and Classification Techniques

Cited by 45