#misclassification — Public Fediverse posts

Mamdani’s Taking On Amazon. His Opponent? Chuck Schumer’s Daughter.

https://web.brid.gy/r/https://prospect.org/2026/08/11/mamdani-schumer-lobbying-new-york-city-council-amazon-delivery-drivers/

This is why I never use #Uber or #Lyft.
https://prospect.org/2026/07/09/dangerous-myth-of-flexibility-uber-lyft-gig-economy/ #BallotMeasures, #California, #CorporatePower, #GigEconomy, #Labor, #Lyft, #Massachusetts, #Misclassification, #Pricing, #Uber, #WorkingInAmerica

Many LA tech workers are misclassified as independent contractors even when they have employee-like roles. This can lead to missing out on wages, benefits, and protections. Understanding your rights under California's ABC test can help you identify misclassification and pursue claims. Protect yourself by documenting your work situation and seeking legal guidance if needed. #LATech #Misclassification #WorkersRights #EmploymentLaw #California

Read the article here: https://www.shirazilawoffic...

#Amazon Flex & Fresh #Driver #Misclassification:
#Arbitration Info

https://www.classaction.org/amazon-flex-fresh-drivers-arbitration-lawsuits

#unemployment #Wisconsin #labor and #management proposals for 2025 for #WorkSearch #Misconduct #SubstantialFault #AbleAvailable #Misclassification #AdministrativeSludge

https://wisconsinui.wordpress.com/2025/07/14/labor-and-management-unemployment-proposals-in-2025/

#Study #highlights #gaps in #measuring #sexualorientation and #mentalhealth #risks

Inconsistent #definitions of "#sexualidentity" across #studies can lead to #misclassification, leaving some #sexualminorities #invisible.

#Women #Transgender #LGBTQ #LGBTQIA #SexualOrientation #Sexuality #MentalHealth #Research #Representation #Culture

https://www.news-medical.net/news/20241106/Study-highlights-gaps-in-measuring-sexual-orientation-and-mental-health-risks.aspx

'Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization', by Daniel LeJeune, Jiayu Liu, Reinhard Heckel.

http://jmlr.org/papers/v25/22-1197.html

#misclassification #distributions #minimization

'Compression, Generalization and Learning', by Marco C. Campi, Simone Garatti.

http://jmlr.org/papers/v24/22-0605.html

#compression #compressed #misclassification

'Pivotal Estimation of Linear Discriminant Analysis in High Dimensions', by Ethan X. Fang, Yajun Mei, Yuyang Shi, Qunzhi Xu, Tuo Zhao.

http://jmlr.org/papers/v24/22-1032.html

#discriminant #panda #misclassification

If you want to know more about...
'Adjustment Methods for Data Quality Problems: #MissingData, #MeasurementError and #Misclassification',
join #AlbertVarela and me in our 2-day #NCRM short course, the 10th and 11th of January at Leeds.

https://www.ncrm.ac.uk/training/show.php?article=13157

'Generalization error bounds for multiclass sparse linear classifiers', by Tomer Levy, Felix Abramovich.

http://jmlr.org/papers/v24/22-0367.html

#classifiers #multiclass #misclassification

I have been targeted for a SLAPP suit. You know the term if you are a journalist. I publish information about #misclassification and #wagetheft online. I included info from a public record. Now, a business person is claiming defamation. I cannot provide details, due to a restraining order. But I can listen, if anyone has legal advice.

When does differential outcome misclassification matter for prevalence estimation: #Epidemiology

https://journals.lww.com/epidem/abstract/9900/when_does_differential_outcome_misclassification.87.aspx “Here, we examine when covariate-differential #misclassification must be considered when estimating overall outcome prevalence”