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Patent attributes
Patent Applicant
Current Assignee
Patent Jurisdiction
Patent Number
Patent Inventor Names
Ramya Hebbalaguppe0
Ranjitha Prasad0
Srinidhi Hegde0
Date of Patent
August 2, 2022
0Patent Application Number
165627580
Date Filed
September 6, 2019
0Patent Citations
Patent Primary Examiner
CPC Code
Implementations of the present disclosure build a Bayesian student network using the knowledge learnt by an accurate but complex pre-trained teacher network, and sparsity induced by the variational parameters in a student network. Further, the sparsity inducing capability of the teacher on the student network is learnt by employing a Block Sparse Regularizer on a concatenated tensor of teacher and student network weights. Specifically, the student network is trained using the variational lower bound based loss function, constrained on the hint from the teacher, and block-sparsity of weights.
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