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20172023
most citedWild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning

148 citations · 294 across the 16 of their papers we have counts for

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Showing 2018Show all

5 papers · 1 filter

math.HO2018★ 3 cited

A Novel Fibonacci Pattern in Pascal's Triangle

Bernhard Moser

The Fibonacci sequence is obtained as weighted sum along the rows in the Pascal triangle by choosing a periodic up-and-down pattern of weights from the set $\{-1,-\frac{1}{2},0, \f…

eess.SP2018★ 2 cited

Estimating the Signal Reconstruction Error from Threshold-Based Sampling Without Knowing the Original Signal

Bernhard Moser

The problem of estimating the accuracy of signal reconstruction from threshold-based sampling, by only taking the sampling output into account, is addressed. The approach is based…

eess.SP2018★ 17 cited

On Quasi-Isometry of Threshold-Based Sampling

Bernhard Moser

The problem of isometry for threshold-based sampling such as integrate-and-fire (IF) or send-on-delta (SOD) is addressed. While for uniform sampling the Parseval theorem provides i…

q-bio.GN2018

Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data

Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch +9

Diagnosis and risk stratification of cancer and many other diseases require the detection of genomic breakpoints as a prerequisite of calling copy number alterations (CNA). This, h…

math.MG2018

On the Discrepancy Normed Space of Event Sequences for Threshold-based Sampling

Bernhard A. Moser

Recalling recent results on the characterization of threshold-based sampling as quasi-isometric mapping, mathematical implications on the metric and topological structure of the sp…