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pro vyhledávání: '"Reingold, A."'
A recent line of work has shown a surprising connection between multicalibration, a multi-group fairness notion, and omniprediction, a learning paradigm that provides simultaneous loss minimization guarantees for a large family of loss functions. Pri
Externí odkaz:
http://arxiv.org/abs/2307.08999
While explainability is a desirable characteristic of increasingly complex black-box models, modern explanation methods have been shown to be inconsistent and contradictory. The semantics of explanations is not always fully understood - to what exten
Externí odkaz:
http://arxiv.org/abs/2307.07636
Many companies rely on advertising platforms such as Google, Facebook, or Instagram to recruit a large and diverse applicant pool for job openings. Prior works have shown that equitable bidding may not result in equitable outcomes due to heterogeneou
Externí odkaz:
http://arxiv.org/abs/2305.13542
This work initiates the systematic study of explicit distributions that are indistinguishable from a single exponential-size combinatorial object. In this we extend the work of Goldreich, Goldwasser and Nussboim (SICOMP 2010) that focused on the impl
Externí odkaz:
http://arxiv.org/abs/2302.12823
We introduce and study Swap Agnostic Learning. The problem can be phrased as a game between a predictor and an adversary: first, the predictor selects a hypothesis $h$; then, the adversary plays in response, and for each level set of the predictor $\
Externí odkaz:
http://arxiv.org/abs/2302.06726
We present a new perspective on loss minimization and the recent notion of Omniprediction through the lens of Outcome Indistingusihability. For a collection of losses and hypothesis class, omniprediction requires that a predictor provide a loss-minim
Externí odkaz:
http://arxiv.org/abs/2210.08649
Publikováno v:
Global Pediatrics, Vol 9, Iss , Pp 100224- (2024)
Unparalleled drug shortages during the winter of 2022/2023 had a profound impact on paediatric primary care across Europe. A survey conducted by the European Confederation of Primary Care Paediatricians (ECPCP) evaluated the availability of essential
Externí odkaz:
https://doaj.org/article/4fd2b3ad167f4189a31a91c69727d1c0
Autor:
Matt Reingold
Publikováno v:
Canadian Jewish Studies, Vol 38 (2024)
Yom HaZikaron, Israel’s Remembrance Day, has received considerable scholarly attention, with research published about how the country’s youth understand the day but there has been no comparable data from diaspora Jews. This article presents findi
Externí odkaz:
https://doaj.org/article/3ad6fe0b5b3942d28dfa666cc8d72116
The notion of omnipredictors (Gopalan, Kalai, Reingold, Sharan and Wieder ITCS 2021), suggested a new paradigm for loss minimization. Rather than learning a predictor based on a known loss function, omnipredictors can easily be post-processed to mini
Externí odkaz:
http://arxiv.org/abs/2209.07463
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-9 (2024)
Abstract Background Mental health is a growing concern worldwide. It is not well understood whether international labour migrants from Nepal who return to Nepal are at higher risk of developing mental health problems. The purpose of our study was to
Externí odkaz:
https://doaj.org/article/ccf1bb1ed1b8478eb5a8cd5d96fd62b8