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Vinay Prabhu

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Still using one hot encoding? Here’s some ‘HELP’!MLconf Online 20202020-11-05
Proposal replaces one-hot labels with dense, lower-dimensional prototypes computed by equiangular Grassmannian line packing, trains networks as regression…
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Project GaitNet: Ushering in the ImageNet moment for human Gait kinematicsMLconf SF 20192019-11-08
A planet-sized IMU dataset of roughly 1.2 million gait cycles from volunteers across 170 countries is segmented by heel strikes into N×4×100 tensors…
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DBTB INT Vinay Prabhu rData By the Bay 20162016-05-16
Claims that a smartphone’s onboard sensors combined with signal processing and machine learning create a working passive phone authentication pipeline that can…
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