When can two birds both,.Small and quick, seen in flashes,.Be called of one kind?. #haiku #TooQuickToTell #TooQuickToCall #LooksFamiliar #StillUnknown #GeneralizationError #StillInTraining #SpotTheBird #WhichBird

Characteristics of Overfitting! 📈. #Overfitting #MachineLearning #ModelComplexity #DataScience #GeneralizationError #ModelPerformance #CrossValidation #Regularization #FeatureSelection #MLAlgorithms #Analytics #DataAnalysis #BuymoreAnalytix

#mdpientropy "Population Risk Improvement with Model Compression: An Information-Theoretic Approach" #empiricalrisk.#generalizationerror.#modelcompression.#populationrisk

@sigantengkalem His name's not in Hieroglyphs. #generalizationError.

Read #FeaturePaper "Improved Information-Theoretic Generalization Bounds for Distributed, Federated, and Iterative Learning" from Leighton Pate Barnes, Alex Dytso and Harold Vincent Poor. #generalizationerror.#informationtheoretic.#federatedlearning

@Takethatdoctors @amanda_pompili @ThisMomHCN @DocBastard I agree, your point is? Oh wait. you're making a #GeneralizationError.

.@_vaishnavh's #NeurIPS2019 'Outstanding New Directions Award' starts by noting that some calculated 'bounds' on #GeneralizationError of #DeepLearning networks, actually increase with the size of the training set (m), while data show that generalization error ~1/m (or faster).

💡 موضوع ارائه.Characterization of the Generalization Error of Learning Algorithms Using Jensen-Shannon Information. 📘 مخاطب: دانشجویان تحصیلات تکمیلی. #Webinar.#WSS_2020. #GeneralizationError.#InformationTheory. ❄️ @WSS_SUT.

We analyze generalizationerror in unsupervised domain adaptation (UDA) using information-theoretic tools. 📄

Constructing Consonant Predictive Beliefs from Data with Scenario Theory #Predictivebeliefs #Consonantrandomsets #Generalizationerror #Impreciseprobability #Evidencetheory

Chart autoencoders can effectively denoise the input data with normal noise, and we establish statistical guarantees on their generalizationerror. 📄