5 citations · 9 across the 15 of their papers we have counts for
15 papers
Some variation of COBRA in sequential learning setup
Aryan Bhambu, Arabin Kumar Dey
This research paper introduces innovative approaches for multivariate time series forecasting based on different variations of the combined regression strategy. We use specific dat…
Confidence Interval Construction for Multivariate time series using Long Short Term Memory Network
Aryan Bhambu, Arabin Kumar Dey
In this paper we propose a novel procedure to construct a confidence interval for multivariate time series predictions using long short term memory network. The construction uses a…
Integrated Brier Score based Survival Cobra -- A regression based approach
Rahul Goswami, Arabin Kumar Dey
Recently Goswami et al. \cite{goswami2022concordance} introduced two novel implementations of combined regression strategy to find the conditional survival function. The paper uses…
Controlling Travel Path of Original Cobra
Mriganka Basu RoyChowdhury, Arabin K Dey
In this paper we propose a kernel based COBRA which is a direct approximation of the original COBRA. We propose a novel tuning procedure for original COBRA parameters based on this…
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…
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…