Top Tweets for #Datasetshift
This work was done in the context of @WeNetProject.
Stay tuned for the pre-print.
@EPFL @Idiap_ch #generalization #datasetshift #mobilesensing #sensors #bias #distributionshift #ML #AI #machinelearning
Our latest technical article from Data From the Trenches is here! Discover various datasets' similarity measures and how they can be leveraged for distribution shift detection and model performance drop: | https://t.co/8qEi9loBoZ | #advanceddatascience #datasetshift
ICYMI @CIBC recently participated in our #DatasetShift Project, the latest Vector industry-research collaboration. Learn how @CIBC's AI leaders are applying this experience to adapt to data shifts and drive better performance of #ML models. https://t.co/vZDaz6pi3y
One of the examples of #CovariateShift and the issue of #NonStationaryLearning in #MachineLearning illustrated using #Meme. #DatasetShift #DistributionChange #DifferentTrainTestData #DomainAdaptation
‘Few-shot classification under #DatasetShift’ with @Eleni30fillou, PhD Student at @UofT and @VectorInst. This talk is part of the @VectorInst Endless Summer School (ESS) program.
‘Counterfactually Guided Policy Transfer in Clinical Settings,’ - @tw_killian talking us through #DatasetShift considerations in a #COVID19 world. This is part of the @VectorInst Endless Summer School (ESS) program - 80 people tuning in today🔥
#mdpidata VARTTA: A #VisualAnalytics System for Making Sense of Real-Time #TwitterData
@MDPIOpenAccess
#StreamProcessing #DatasetShift #HumanDataInteraction #DataVisualization #MachineLearning #RealTime
Submit to: Special Session on Special Session on Concept Drift, Domain Adaptation & Learning in Dynamic Environments for #IEEE #WCCI2020. https://t.co/OSe6iZFfUb
#wcci2020 #conceptdrift #domainadaptation #nonstationarylearning #nonstationaryenvironments #datasetshift #ML #AI
#AI in (un)expected places
A garden that is stuck in a predicted future "yet never comes into existence". #Datasetshift #Hito_Steyerl in #le_biennale
Today, I’m teaching #Lecture7: #DataSetShift & #TransferLearning to our MSc students under module CE888: #DataScience & #DecisionMaking. Will cover #NonStataionaryLearning #TransferLearning #VGG16 #featureExtractor and #FineTuning @EssexIADS @uni_essex_csee @Uni_of_Essex
What are Dataset Shift and what hurdles do they pose in a dataset? Let's explore ' #Covariateshift' and an in-depth understanding of how to to correct this kind of shift, to avoid failing of your model. https://t.co/k17DbDskh8 #MachineLearning #Datasetshift
Let's explore 'Covariate shift' and an in-depth understanding of how to to correct this kind of shift, to avoid failing of your model. https://t.co/k17DbDskh8 #MachineLearning #Datasetshift
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