Search Results for author: Anna K. Yanchenko

Found 4 papers, 2 papers with code

A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio Modeling

1 code implementation31 May 2021 Anna K. Yanchenko, Mohammadreza Soltani, Robert J. Ravier, Sayan Mukherjee, Vahid Tarokh

In this work, we instead take the perspective of relating deep features to well-studied, hand-crafted features that are meaningful for the application of interest.

Feature Importance

Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series

no code implementations11 Jun 2020 Anna K. Yanchenko, Sayan Mukherjee

Stanza strikes a balance between competitive forecasting accuracy and probabilistic, interpretable inference for highly structured time series.

Time Series Time Series Analysis

Hierarchical Multidimensional Scaling for the Comparison of Musical Performance Styles

1 code implementation28 Apr 2020 Anna K. Yanchenko, Peter D. Hoff

In this article, we develop a statistical methodology for identifying and quantifying systematic stylistic differences among artists that are consistent across audio recordings of a common set of pieces, in terms of several musical features.

Applications

Predicting Exploitation of Disclosed Software Vulnerabilities Using Open-source Data

no code implementations25 Jul 2017 Benjamin L. Bullough, Anna K. Yanchenko, Christopher L. Smith, Joseph R. Zipkin

Since writing, testing, and installing software patches can involve considerable resources, it would be desirable to prioritize the remediation of vulnerabilities that are likely to be exploited.

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