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Quantitative Understanding of VAE as a Non-linearly Scaled Isometric Embedding
QuantitativeUnderstandingofVAEasaNon-linearlyScaledIsometricEmbeddingAkiraNakagawa1KeizoKato1TaijiSuzuki23Abstractconvergestoanappropriatevalue,andsoon.Alemietal.(2018)introducedtheRDtrade-offbased...
of as Understanding Quantitative Scaled
2023-11-16 19:28:365411.94 MB26
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Uncertainty-Aware Lookahead Factor Models for Improved Quantitative Investing
Uncertainty-AwareLookaheadFactorModelsforQuantitativeInvestingLakshayChauhan1JohnAlberg1ZacharyC.Lipton23Abstract2016;McGroartyetal.,2018).Onthescaleofdays,priceﬂuctuationmightbedrivenbythenewscyc...
for Models Improved Quantitative Factor
2023-11-14 21:46:5315913.05 MB25
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Fair Regression Quantitative Definitions and Reduction-Based Algorithms
FairRegression:QuantitativeDeﬁnitionsandReduction-basedAlgorithmsAlekhAgarwal1MiroslavDud´ık2ZhiweiStevenWu3Abstracthavebeenproposed(Berketal.,2017;Chouldechova,2017;Hardtetal.,2016;Kleinbergeta...
and Algorithms Regression Reduction-Based Fair
2023-11-13 14:47:07959693.44 KB24
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A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent
AQuantitativeAnalysisoftheEffectofBatchNormalizationonGradientDescentYongqiangCai1QianxiaoLi12ZuoweiShen1AbstracteffectsofBNareattributedtotheso-called“reductionofcovariateshift”.However,itisuncl...
of Analysis the Batch effect
2023-11-13 14:46:141565913.91 KB19
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Interpretability Beyond Feature Attribution Quantitative Testing with Concept Activation Vectors (TCAV)
InterpretabilityBeyondFeatureAttribution:QuantitativeTestingwithConceptActivationVectors(TCAV)BeenKimMartinWattenbergJustinGilmerCarrieCaiJamesWexlerFernandaViegasRorySayresAbstractcoefﬁcientweigh...
Feature with Attribution Beyond Testing
2023-11-13 11:59:4918041.99 MB2
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Quantitative Understanding of VAE as a Non-linearly Scaled Isometric Embedding

Uncertainty-Aware Lookahead Factor Models for Improved Quantitative Investing

Fair Regression Quantitative Definitions and Reduction-Based Algorithms

A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent

Interpretability Beyond Feature Attribution Quantitative Testing with Concept Activation Vectors (TCAV)