Gajjar, Aarshvi

5 publications

COLT 2024 Agnostic Active Learning of Single Index Models with Linear Sample Complexity Aarshvi Gajjar, Wai Ming Tai, Xu Xingyu, Chinmay Hegde, Christopher Musco, Yi Li

AISTATS 2023 Active Learning for Single Neuron Models with Lipschitz Non-Linearities Aarshvi Gajjar, Christopher Musco, Chinmay Hegde

NeurIPSW 2023 Improved Bounds for Agnostic Active Learning of Single Index Models Aarshvi Gajjar, Xingyu Xu, Christopher Musco, Chinmay Hegde

NeurIPSW 2022 Provable Active Learning of Neural Networks for Parametric PDEs Aarshvi Gajjar, Chinmay Hegde, Christopher P Musco

ALT 2021 Subspace Embeddings Under Nonlinear Transformations Aarshvi Gajjar, Cameron Musco