 LPLgrad: Optimizing Active Learning Through Gradient Norm Sample
Selection and Auxiliary Model TrainingBigData Congress [Services Society] (BSS), 2024 |
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 High Dimensional Binary Classification under Label Shift: Phase
Transition and RegularizationSampling Theory, Signal Processing, and Data Analysis (SampTA), 2022 |
 Optimizing Data Collection for Machine LearningNeural Information Processing Systems (NeurIPS), 2022 |
 Estimating and Explaining Model Performance When Both Covariates and
Labels ShiftNeural Information Processing Systems (NeurIPS), 2022 |
 Bayesian Active Learning for Sim-to-Real Robotic PerceptionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 |
 Corruption Robust Active LearningNeural Information Processing Systems (NeurIPS), 2021 |
