Liva Ralaivola
Criteo (France)(FR)
Publications by Year
Research Areas
Machine Learning and Algorithms, Sparse and Compressive Sensing Techniques, Face and Expression Recognition, Imbalanced Data Classification Techniques, Advanced Bandit Algorithms Research
Most-Cited Works
- → Graph kernels for chemical informatics(2005)460 cited
- → Gene networks inference using dynamic Bayesian networks(2003)428 cited
- → Kernels for small molecules and the prediction of mutagenicity, toxicity and anti-cancer activity(2005)190 cited
- → Incremental Support Vector Machine Learning: A Local Approach(2001)105 cited
- → The Pharmacophore Kernel for Virtual Screening with Support Vector Machines(2006)96 cited
- → One- to Four-Dimensional Kernels for Virtual Screening and the Prediction of Physical, Chemical, and Biological Properties(2007)63 cited
- → Learning SVMs from Sloppily Labeled Data(2009)63 cited
- → Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso(2015)62 cited
- → Grammatical inference as a principal component analysis problem(2009)58 cited
- → Time series filtering, smoothing and learning using the kernel kalman filter(2006)54 cited