Poisson Reweighted Laplacian Uncertainty Sampling for Graph-based Active
LearningSIAM Journal on Mathematics of Data Science (SIMODS), 2022 |
Neural Active Learning with Performance GuaranteesNeural Information Processing Systems (NeurIPS), 2021 |
Experimental Design for Overparameterized Learning with Application to
Single Shot Deep Active LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
Overcoming the curse of dimensionality with Laplacian regularization in
semi-supervised learningNeural Information Processing Systems (NeurIPS), 2020 |