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Found 7 papers, 0 papers with code
Confidence Interval Construction for Multivariate time series using Long Short Term Memory Network
In this paper we propose a novel procedure to construct a confidence interval for multivariate time series predictions using long short term memory network.
Integrated Brier Score based Survival Cobra -- A regression based approach
The paper uses regression-based weak learners and provides an alternative version of the combined regression strategy (COBRA) ensemble using the Integrated Brier Score to predict conditional survival function.
Concordance based Survival Cobra with regression type weak learners
In this paper, we predict conditional survival functions through a combined regression strategy.
Construction of confidence interval for a univariate stock price signal predicted through Long Short Term Memory Network
In this paper, we show an innovative way to construct bootstrap confidence interval of a signal estimated based on a univariate LSTM model.
A novel Empirical Bayes with Reversible Jump Markov Chain in User-Movie Recommendation system
In this article we select the unknown dimension of the feature by re- versible jump MCMC inside a simulated annealing in bayesian set up of collaborative filter.
Some variations on Ensembled Random Survival Forest with application to Cancer Research
In this paper we describe a novel implementation of adaboost for prediction of survival function.
A case study of Empirical Bayes in User-Movie Recommendation system
In this article we provide a formulation of empirical bayes described by Atchade (2011) to tune the hyperparameters of priors used in bayesian set up of collaborative filter.
