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a tooldesignedespecially for detecting bias in machine learning algorithms
due to lack of sufficient features and related datasets used for training the models(passive) may be causedThe bias in the Machine Learning model
by human bias(passive) influenced bya truly unbiased machine learning tool
potential employeesis leadingto new types of bias " Machine learning algorithms
companies such as Google , that have already collected vast amounts of dataare leadingthe way in machine learning
as Microsoft continuesto leadthe way in machine learning
Biased training datawill leadto biased machine learning systems Machine learning
Biased training datawill leadto biased machine learning systems
This lack of representationleadsto skewing of machine learning results
its easier to counteract than bias in humansdiscoverbias in algorithms
Big datacan leadto biased decision - making in machine learning
by exactly that issue(passive) caused bybias in algorithms
attemptsto designmachine learning based classifiers
images ... the Westleadsto machine learning that reflects the bias inherent in them
This category of AI is actuallyhas ledto the rise of machine learning
a predominantly white male coding workforceis causingbias in algorithms
the testsetin machine learning approach
a series of inputs , outputs , and hidden layerscontributeto machine learning outcomes
fairness measuresdesignedto quantify machine learning bias
models training result(passive) could be influencedSelection A machine learning
source dats(passive) caused bymachine learning bias
many frameworksspecifically designedfor using machine learning
solutionshave been designedusing machine learning
The main focus of this workshop wasto designusing machine learning
Smart Replyis designedusing machine learning
search - driven analytics ... an intelligence layerdiscoversinsights with machine learning
every taskhas contributedto the existence of machine learning
AdSense even easierto setup by using machine learning
by biased training data(passive) are ... caused bybiased machine learning predictions
new patterns of fragmentationdiscoveredusing machine learning
Her researchcontributesto machine learning , Bayesian statistics
three directions ... psychological researchcould contributemeaningfully to machine learning
a trainingsetfor a machine learning classifier
the combined featuresetto a machine learning classifier
An adversarial example ... that is intendedto causea machine learning classifier
that is intendedto causea machine learning classifier
Ashish Mahabal of Caltech(passive) led byMachine Learning for the ZTF , "
the concept of regularization ... problemscan causein machine learning analyses
that training on the re - weighted dataset corresponds to training on the unobserved but unbiased labelsthus leadingto an unbiased machine learning classifier
These crash courses are keyto contributeto the democratization of Machine Learning
these systems to discriminate according to race , gender or socioeconomic statuscan ... causethese systems to discriminate according to race , gender or socioeconomic status
to bias systemscan leadto bias systems
to biased systemscan leadto biased systems
hidden insight from your datadiscoverhidden insight from your data
hidden insight from your datadiscoverhidden insight from your data
to an era of fully personalised ad deliveryto leadto an era of fully personalised ad delivery
machine learning systems to make predictable errors by exploiting system blind spotscan causemachine learning systems to make predictable errors by exploiting system blind spots
to make the text more appropriate for feeding to a machine learning algorithmare ... designedto make the text more appropriate for feeding to a machine learning algorithm
the structure in the datato discoverthe structure in the data
artificial intelligence resultsto influenceartificial intelligence results
the structure in the data and express it in the more abstract ways and rich knowledge formalismsto discoverthe structure in the data and express it in the more abstract ways and rich knowledge formalisms
in higher single - precision performance and relatively low double - precision performanceresultsin higher single - precision performance and relatively low double - precision performance
blindnesscan ... causeblindness
poor decisionscausingpoor decisions
to our perceptions of valuecan contributeto our perceptions of value
patterns in the datato discoverpatterns in the data
pathology just yetis ... influencingpathology just yet
new attack patternsto discovernew attack patterns
in everything from job - search ads that show women lower - paying positions than men to predictive - policing software that perpetuates disparities in communities of colorresultin everything from job - search ads that show women lower - paying positions than men to predictive - policing software that perpetuates disparities in communities of color
trends and usage patternsto discovertrends and usage patterns
a lot of problemshas causeda lot of problems
classify , and protect sensitive data in the cloudto discoverclassify , and protect sensitive data in the cloud
critical insights among your data and alert you instantlyto discovercritical insights among your data and alert you instantly
the patternsto discoverthe patterns
the patterns implicit in data from human behaviorto discoverthe patterns implicit in data from human behavior
trendsto discovertrends
flooring modelsto discoverflooring models
company homes pagesto ... discovercompany homes pages
to further model experimentation through feature engineeringcould leadto further model experimentation through feature engineering
The store(passive) is designedThe store
clothesto designclothes
new drugs or novel compoundsto discovernew drugs or novel compounds
new materialsto discovernew materials
exoplanetsto discoverexoplanets
themes , targets and relationshipsto ... discoverthemes , targets and relationships
how the lives of those with chronic health conditions can be improvedto discoverhow the lives of those with chronic health conditions can be improved
shape descriptorsto discovershape descriptors
latent socialto discoverlatent social
earlier this yeardiscoveredearlier this year
science crisiscausingscience crisis