33 citations · 91 across the 17 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
stat.AP2024★ 2 cited
tsbootstrap: Enhancing Time Series Analysis with Advanced Bootstrapping Techniques
Sankalp Gilda, Benedikt Heidrich, Franz Kiraly
In time series analysis, traditional bootstrapping methods often fall short due to their assumption of data independence, a condition rarely met in time-dependent data. This paper…
cs.LG2024
Robust Calibration For Improved Weather Prediction Under Distributional Shift
Sankalp Gilda, Neel Bhandari, Wendy Mak +1
In this paper, we present results on improving out-of-domain weather prediction and uncertainty estimation as part of the \texttt{Shifts Challenge on Robustness and Uncertainty und…