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searching for Empirical risk minimization 7 found (208 total)

alternate case: empirical risk minimization

Peter Richtarik (874 words) [view diff] case mismatch in snippet view article find links to article

Olivier Fercoq (2016). "SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization" (pdf). Proceedings of the 33rd International Conference on Machine

Generalization error (1,568 words) [view diff] exact match in snippet view article find links to article

generalization and necessary and sufficient for consistency of empirical risk minimization" (PDF). Adv. Comput. Math. 25 (1–3): 161–193. doi:10.1007/s10444-004-7634-z

EfficientNet (594 words) [view diff] case mismatch in snippet view article find links to article

Dauphin, Yann N.; Lopez-Paz, David (2018-04-27), mixup: Beyond Empirical Risk Minimization, arXiv:1710.09412 EfficientNet: Improving Accuracy and Efficiency

Median trick (574 words) [view diff] case mismatch in snippet view article find links to article

Kogler, Alexander; Traxler, Patrick (2017). "Parallel and Robust Empirical Risk Minimization via the Median Trick". Mathematical Aspects of Computer and Information

Positive-definite kernel (4,246 words) [view diff] exact match in snippet view article find links to article

a practically useful result as it effectively simplifies the empirical risk minimization problem from an infinite dimensional to a finite dimensional

Regularization by spectral filtering (2,234 words) [view diff] exact match in snippet view article find links to article

smoothness and preventing overfitting. Since the solution of empirical risk minimization min f ∈ H 1 n ∑ i = 1 n ( y i − f ( x i ) ) 2 {\displaystyle

Linear programming (6,690 words) [view diff] case mismatch in snippet view article find links to article

07896. Lee, Yin-Tat; Song, Zhao; Zhang, Qiuyi (2019). Solving Empirical Risk Minimization in the Current Matrix Multiplication Time. Conference on Learning