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stat.ML2022
Concordance based Survival Cobra with regression type weak learners
Rahul Goswami, Arabin Kumar Dey
In this paper, we predict conditional survival functions through a combined regression strategy. We take weak learners as different random survival trees. We propose to maximize co…
stat.ML2020★ 1 cited
Construction of confidence interval for a univariate stock price signal predicted through Long Short Term Memory Network
Shankhyajyoti De, Arabin Kumar Dey, Deepak Gauda
In this paper, we show an innovative way to construct bootstrap confidence interval of a signal estimated based on a univariate LSTM model. We take three different types of bootstr…
stat.ML2018
A novel Empirical Bayes with Reversible Jump Markov Chain in User-Movie Recommendation system
Arabin Kumar Dey, Himanshu Jhamb
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. We implement the s…