Deep Learning

ConvEBMDefense for Medical Images Analysis
Deep adversarial defense for deep convolutional nerual networks.
Jul 28, 2022 12:30 PM — 2:30 PM UCF, Orlando Campus, FL
slides
ConvEBMDefense for Medical Images Analysis
EBM LIFE CYCLE: MCMC STRATEGIES FOR SYNTHESIS, DEFENSE, AND DENSITY MODELING
Mitch Hill, Jonathan Mitchell, Chu Chen, Yuan Du, Mubarak Shah, Song-Chun Zhu
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Learning To Rank (LTR)
Previously, in the post Loss Functions in Machine Learning and LTR we disscussed about how loss functions were used in ML and briefly mentioned LTR. Here I’ll discuss about LTR.
Last updated on Jul 31, 2022 2 min read Statistics, Machine Learning, Data Science, Deep Learning
Loss Functions in Machine Learning and LTR
Previously, decision theory was disscussed and an important part of is to evaluate a decision rule for decision making. Since the risk is the average loss \(L(\theta,d)\), different loss functions were used in Machine Learning models.
Aug 10, 2022 3 min read Statistics, Machine Learning, Data Science, Deep Learning