2 papers
stat.ML2021
Equity-Directed Bootstrapping: Examples and Analysis
Harish S. Bhat, Majerle E. Reeves, Sidra Goldman-Mellor
When faced with severely imbalanced binary classification problems, we often train models on bootstrapped data in which the number of instances of each class occur in a more favora…
stat.ML2020
Estimating Vector Fields from Noisy Time Series
Harish S. Bhat, Majerle Reeves, Ramin Raziperchikolaei
While there has been a surge of recent interest in learning differential equation models from time series, methods in this area typically cannot cope with highly noisy data. We bre…