72 citations · 760 across the 54 of their papers we have counts for
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cs.LG2021
Approximation algorithms for confidence bands for time series
Nikolaj Tatti
Confidence intervals are a standard technique for analyzing data. When applied to time series, confidence intervals are computed for each time point separately. Alternatively, we c…
cs.LG2021
Maintaining AUC and -measure over time
Nikolaj Tatti
Measuring the performance of a classifier is a vital task in machine learning. The running time of an algorithm that computes the measure plays a very small role in an offline sett…
cs.DS2021★ 1 cited
Fast computation of distance-generalized cores using sampling
Nikolaj Tatti
Core decomposition is a classic technique for discovering densely connected regions in a graph with large range of applications. Formally, a -core is a maximal subgraph where ea…