Minimax-optimal rates for sparse addi- tive models over kernel classes via convex programming. arxiv:1008.3654, 2010.G. Raskutti, M. J. Wainwright, and B. Yu. Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Journal of Machine Learning Research, 12:...
Minimax-optimal rates for sparse additive models over kernel classes via convex programming: Sparse additive models are families of $d$-variate functions that h
minimaxestimationlevelsetoptimal估计 Minimax Optimal Level Set Estimation R. M. Willett, Member, IEEE, and R. D. Nowak, Senior Member, IEEE Abstract This paper describes a new methodology and associated theoretical analysis for rapid and accurate extraction of level sets of a multivariate function ...
1) minimax optimal controls minimax最优控制1. This paper establishes the Pontryagin maximum principle for the minimax optimal controls of Volterra integral systems. 本文对Volterra积分系统的minimax最优控制问题,建立了相应的Pontryagin最大值原理。
Nonconvex statistical optimization: minimax- optimal sparse pca in polynomial time. arXiv preprint arXiv:1408.5352, 2014.Z. Wang, H. Lu, and H. Liu, "Nonconvex statistical optimization: Minimax-optimal sparse pca in polynomial time," arXiv preprint arXiv:1408.5352, 2014....
Minimax-Optimal Rates for Sparse Additive Models over Kernel Classes via Convex Programming Yu. Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Journal of Machine Learning Research, 12:389-427, March ... G Raskutti,MJ Wainwright,B Yu - 《Technical ...
C. Gao, D. Zhou, Minimax optimal convergence rates for estimating ground truth from crowd- sourced labels, arXiv preprint arXiv:1310.5764.C. Gao and D. Zhou. Minimax optimal convergence rates for estimating ground truth from crowdsourced labels. arXiv preprint arXiv:1310.5764, 2014....
This paper is devoted to the problem of minimax optimal control problems of an extensible beam equation with distributed controls and initial velocity disturbances (or noises). The existence of optimal solutions for distributed control with fixed disturbance, namely the (Pv) problem, and the existence...
We have also enumerated all -optimal and minimax-optimal k-circulant SSDs with (mod 4) and . The computer search utilizes the fact that theses designs are equivalent to certain 1-rotational resolvable balanced incomplete block designs. Combinatorial properties of these resolvable designs are used ...
We then derive a minimax-optimal algorithm for a much softer penalty function. This algorithm achieves good bounds under the standard notion of regret for any comparator point, without needing to specify the comparator set in advance. The value of this game converges to sqrt{e} as T ->...