Results 41 to 50 of about 42,259 (164)

Counterfactual Fairness

open access: yes, 2017
Machine learning can impact people with legal or ethical consequences when it is used to automate decisions in areas such as insurance, lending, hiring, and predictive policing. In many of these scenarios, previous decisions have been made that are unfairly biased against certain subpopulations, for example those of a particular race, gender, or sexual
Kusner, MJ   +3 more
openaire   +4 more sources

Mechanisms, counterfactuals and laws [PDF]

open access: yes, 2016
In this chapter we examine the relation between mechanisms and laws/counterfactuals by revisiting the main notions of mechanism found in the literature. We distinguish between two different conceptions of ‘mechanism’: mechanisms-of underlie or constitute
Ioannidis, Stavros, Psillos, Stathis
core   +1 more source

Counterfactuals, indicative conditionals, and negation under uncertainty: Are there cross-cultural differences? [PDF]

open access: yes, 2017
In this paper we study selected argument forms involving counterfactuals and indicative conditionals under uncertainty. We selected argument forms to explore whether people with an Eastern cultural background reason differently about conditionals ...
Pfeifer, Niki, Yama, Hiroshi
core   +1 more source

A Neglected Route to Realism About Quantum Mechanics [PDF]

open access: yes, 1994
Bell's Theorem assumes that hidden variables are not influenced by future measurement settings. The assumption has sometimes been questioned, but the suggestion has been thought outlandish, even by the taxed standards of the discipline.
Price, Huw
core   +2 more sources

Neutral theory reveals the challenge of bending the curve for the post‐2020 Global Biodiversity Framework

open access: yesEcology and Evolution, 2021
In October, nations of the world will begin negotiations for the post‐2020 Global Biodiversity Framework under the Convention on Biological Diversity. An influential ambition is “bending the curve of biodiversity loss,” which aims to reverse the decline ...
Falko T. Buschke
doaj   +1 more source

Simulating Counterfactuals

open access: yesJournal of Artificial Intelligence Research
Counterfactual inference considers a hypothetical intervention in a parallel world that shares some evidence with the factual world. If the evidence specifies a conditional distribution on a manifold, counterfactuals may be analytically intractable. We present an algorithm for simulating values from a counterfactual distribution where conditions can be
Karvanen Juha   +2 more
openaire   +3 more sources

Counterfactual Mean Embeddings

open access: yes, 2018
Counterfactual inference has become a ubiquitous tool in online advertisement, recommendation systems, medical diagnosis, and econometrics. Accurate modeling of outcome distributions associated with different interventions -- known as counterfactual distributions -- is crucial for the success of these applications.
Muandet, K.   +3 more
openaire   +4 more sources

“If it weren’t for COVID-19…”: Counterfactual arguments influence support for climate change policies via cross-domain moral licensing or moral consistency effects

open access: yesFrontiers in Psychology, 2022
In two studies, we investigated whether counterfactual messages (i.e., “If… then…”) on the economic costs of past public policies influence support for future climate change policies.
Mauro Bertolotti   +2 more
doaj   +1 more source

Counterfactuals and Explanatory Pluralism [PDF]

open access: yes, 2018
Recent literature on non-causal explanation raises the question as to whether explanatory monism, the thesis that all explanations submit to the same analysis, is true.
Doble, Gabriel   +2 more
core   +1 more source

Wierenga on theism and counterpossibles [PDF]

open access: yes, 2019
Several theists, including Linda Zagzebski, have claimed that theism is somehow committed to nonvacuism about counterpossibles. Even though Zagzebski herself has rejected vacuism, she has offered an argument in favour of it, which Edward Wierenga has ...
Lampert, Fabio
core  

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