80 citations · 177 across the 25 of their papers we have counts for
3 papers · 1 filter
PICS: A sequential approach to obtain optimal designs for non-linear models leveraging closed-form solutions for faster convergence
Suvrojit Ghosh, Koulik Khamaru, Tirthankar Dasgupta
D-Optimal designs for estimating parameters of response models are derived by maximizing the determinant of the Fisher information matrix. For non-linear models, the Fisher informa…
Uncertainty Quantification With Multiple Sources
Mufang Ying, Wenge Guo, Koulik Khamaru +1
Weighted conformal prediction (WCP) has been commonly used to quantify prediction uncertainty under covariate shift. However, the effectiveness of WCP relies heavily on the degree…
A Peak Synchronization Measure for Multiple Signals
Rahul Biswas, Koulik Khamaru, Kaushik Majumdar
Peaks signify important events in a signal. In a pair of signals how peaks are occurring with mutual correspondence may offer us significant insights into the mutual interdependenc…