STEP combines Horvitz-Thompson wedge sampling with a temporal min-degree predictor to give unbiased, low-variance estimates of all eight temporal triangle counts in one streaming pass over billions of edges.
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Efficient Approximate Temporal Triangle Counting in Streaming with Predictions
STEP combines Horvitz-Thompson wedge sampling with a temporal min-degree predictor to give unbiased, low-variance estimates of all eight temporal triangle counts in one streaming pass over billions of edges.