Hundreds of rapes in the State College area weren’t reported in public police data over nearly a decade

The missing data masked the true extent of the crime surrounding Penn State. The central Pennsylvania department never ...
Microsoft

Hairmony: Fairness-aware hairstyle classification

We present a method for prediction of a person’s hairstyle from a single image. Despite growing use cases in user digitization and enrollment for virtual experiences, available methods are limited, ...
Microsoft

GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models

Classifying geospatial imagery remains a major bottleneck for applications such as disaster response and land-use monitoring-particularly in regions where annotated data is scarce or unavailable.
Journal of Medical Internet Research

Sample Size Requirements for Popular Classification Algorithms in Tabular Clinical Data: Empirical Study

Background: The performance of a classification algorithm eventually reaches a point of diminishing returns, where the additional sample added does not improve the results. Thus, there is a need to ...
IEEE

Trajectory Classification Through Topological Data Analysis Perspectives

Abstract: This paper examines the application of Topological Data Analysis (TDA) for trajectory classification, aiming to improve the interpretation of complex spatial movement patterns. By utilizing ...
IEEE

On Positive-Unlabeled Classification From Corrupted Data in GANs

Abstract: This paper defines a positive and unlabeled classification problem for standard GANs, which then leads to a novel technique to stabilize the training of the discriminator in GANs and deal ...