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07/18/2022
Bayesian Optimization for Macro Placement
Macro placement is the problem of placing memory blocks on a chip canvas...
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05/11/2022
Bias and Fairness on Multimodal Emotion Detection Algorithms
Numerous studies have shown that machine learning algorithms can latch o...
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05/28/2021
Deep Learning for EEG Seizure Detection in Preterm Infants
EEG is the gold standard for seizure detection in the newborn infant, bu...
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01/29/2019
RED-Attack: Resource Efficient Decision based Attack for Machine Learning
Due to data dependency and model leakage properties, Deep Neural Network...
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11/04/2018
SSCNets: A Selective Sobel Convolution-based Technique to Enhance the Robustness of Deep Neural Networks against Security Attacks
Recent studies have shown that slight perturbations in the input data ca...
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11/04/2018