Barak Or
PulseAugur coverage of Barak Or — every cluster mentioning Barak Or across labs, papers, and developer communities, ranked by signal.
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New AI model estimates car speed using only smartphone accelerometer data
Researchers have developed CarSpeedNet, a novel machine learning model capable of estimating vehicle speed using only accelerometer data from a smartphone. This model does not require gyroscope, GPS, or vehicle-specific…
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New framework enhances neural network training stability and recovery
Researchers have developed a new supervisory runtime stability framework designed to address the fragility of modern neural network training. This framework treats optimization as a controlled stochastic process, using …
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SMOTE-Tomek boosts software requirements classification accuracy
Researchers have improved the classification of software requirements by applying the SMOTE-Tomek preprocessing technique to the PROMISE dataset. This method effectively addresses class imbalance within the dataset, whi…
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Kalman filter gating contracts innovation statistics, study finds
A new paper details how validation gating in Kalman filters can lead to a contraction of innovation statistics. The research shows that measurements below a certain threshold, when used for state updates, result in inno…