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Randomized Smoothing
Randomized Smoothing
PulseAugur coverage of Randomized Smoothing — every cluster mentioning Randomized Smoothing across labs, papers, and developer communities, ranked by signal.
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论文 · 30天
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New defense offers certified robustness for time-series anomaly detection
Researchers have developed the first defense mechanism that provides certified robustness for time-series anomaly detection under the Dynamic Time Warping (DTW) metric. This new approach adapts the randomized smoothing …
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Laplace-Bridged Smoothing offers faster, certified AI robustness on edge devices
Researchers have developed Laplace-Bridged Smoothing (LBS), a new method to improve the efficiency and effectiveness of certified robustness for machine learning models. LBS analytically reformulates Randomized Smoothin…