Lower Bounds and Aggregation in Density Estimation
The Journal of Machine Learning Research
Brief paper: Easy recipes for cooperative smoothing
Automatica (Journal of IFAC)
Aggregation by exponential weighting and sharp oracle inequalities
COLT'07 Proceedings of the 20th annual conference on Learning theory
Aggregation and sparsity via ℓ1 penalized least squares
COLT'06 Proceedings of the 19th annual conference on Learning Theory
A randomized online learning algorithm for better variance control
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Iterative bias reduction: a comparative study
Statistics and Computing
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