Communications in Computer & Information ScienceB.H.Sheng, P.X.Ye, "Fully online regularized classification algorithm with strongly convex loss," High Performance Networking, Computing, and Communication Systems Communications in Computer and Information Science, vol.163, pp.223-228, 2011....
Classification Baseline methods BAH (Buy And Hold) Best (Best stock strategy) CRP (Constant Rebalanced Portfolio) Follow the winner UP (Universal Portfolios) EG (Exponentiated Gradient) Follow the leader Follow the regularized leader AA (Aggregating-type Algorithms) Follow the loser ANTICOR (Anti-Co...
感知器算法：Y. Freund and R. E. Schapire, “Large margin classification using the perceptron alg...
Taylor & Francis Online :: Regularized Discriminant Analysis - Journal of the American Statistical Association - Volume 84, Issue 405 Linear and quadratic discriminant analysis are considered in the small-sample, high-dimensional setting. Alternatives to the usual maximum likelihood (plug... JH Friedma...
Firstly, the algorithm combines the off-line Siamese network classification score and the online classifier score for discriminative learning, and establishes an occlusion determination mechanism according to the classification the fusion score. When the target is in the occlusion state, the target ...
We also train with several compute-efficient algorithms common to continual learning: online elastic weight consolidation (EWC++)53, which is a kind of regularized SGD, and episodic recall (ER)40, which uses a small buffer to store a mini-batch of previously observed data points and SGD to ...
Angle-domain common-image gathers for wave equation migration using regularized inversion Yang Zhou Research Article - Applied Geophysics23 November 2024 An intelligent deep learning-based approach for downscaling atmospheric general circulation model outputs ...
epsilon-greedy follow-the-regularized-leader online-machine-learning Updated May 1, 2019 Python ArisKonidaris / Online_Machine_Learning_via_Flink Star 3 Code Issues Pull requests Distributed High Scale Online Machine Learning via Apache Flink machine-learning kafka flink online-machine-learning ...
2. Dual averaging: Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization ...
The regularized optimization problem for a standard RVFL network withLneurons in the hidden layer can be written as follows: $$\begin{aligned} \min _{\varvec{\beta }} || {\textbf{H}} \varvec{\beta } - {\textbf{Y}} ||^2 + \frac{1}{C} || \varvec{\beta } ||^2, \end{...