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02/02/2023
Energy Efficient Training of SNN using Local Zeroth Order Method
Spiking neural networks are becoming increasingly popular for their low ...
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11/06/2021
AGGLIO: Global Optimization for Locally Convex Functions
This paper presents AGGLIO (Accelerated Graduated Generalized LInear-mod...
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09/07/2020
Unsupervised Learning Based Robust Multivariate Intrusion Detection System for Cyber-Physical Systems using Low Rank Matrix
Regular and uninterrupted operation of critical infrastructures such as ...
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06/25/2020
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems
We provide the first global model recovery results for the IRLS (iterati...
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05/22/2020
Epidemiologically and Socio-economically Optimal Policies via Bayesian Optimization
Mass public quarantining, colloquially known as a lock-down, is a non-ph...
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11/20/2017
Model Extraction Warning in MLaaS Paradigm
Cloud vendors are increasingly offering machine learning services as par...
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07/20/2015