Facebook Messenger recently received an update that allows users to play games within the App, amongst them was a vertical scrolling game — Endless Lake, which was getting pretty competitive within… (more…)
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Linear regression is one of the most commonly used machine learning algorithms. It’s used when we want to predict continuous values like predicting stock prices. In this tutorial, we will build linear regression model from scratch and train it using gradi... (more…)
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Given the computational cost and technical expertise required to train
machine learning models, users may delegate the task of learning to a service
provider. We show how a malicious learner can plant an undetectable backdoor
into a classifier. On the sur... (more…)
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A number of techniques have been proposed to explain a machine learning
model's prediction by attributing it to the corresponding input features.
Popular among these are techniques that apply the Shapley value method from
cooperative game theory. While ex... (more…)
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In this tutorial we will begin by laying out a problem and then proceed to show a simple solution to it using a Machine Learning technique… (more…)
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