#statisticallearningtheory search results
On the beauty of logloss/perplexity metric for model selection (which model is more decisive) and its relation to KL Divergence and conditional entropy--better metric than CCR or when CCRs are the same for two models. #statisticallearningtheory #machinelearning
Most discriminative SSL methods optimise a biased estimate of the risk that can hurt empirical performance. Our approach removes this bias and provides simple theoretical guarantees on the safeness of the modified methods. (4/8) #StatisticalLearningTheory
Equal odds for joint loss that combines fairness and accuracy for decoupled classifiers for majority and minority groups #FAT2018 @fatconference @Microsoft #MachineLearning #statisticallearningtheory By Nicole Immorlica
#mdpientropy Our Editor's Choice article: "Towards a Unified Theory of Learning and Information" by Ibrahim Alabdulmohsin mdpi.com/1099-4300/22/4… #statisticallearningtheory #informationtheory #entropy #parameterestimation #learningsystems #privacy #predictionmethods
Hot topic - recommended #textbook with innovative & clear concept: Machine Learning. A Practical Approach on the Statistical Learning Theory. bit.ly/2EkVHNh >11k downloads #MachineLearning #StatisticalLearningTheory #DataScience @ponti3
We houden er mee op, hopen op t beste morgen #StatisticalLearningTheory #tentamens
Het ging aardig trouwens! #StatisticalLearningTheory #tentamens #VoorWieHetWilWeten
Statistical Learning Theory #DeepLearning #StatisticalLearningTheory via twinybots.ch deepai.org/machine-learni…
Nog een paar dingetjes herhalen, en dan knallen #StatisticalLearningTheory #tentamens
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #DeepLearning #StatisticalLearningTheory
On generalization bounds for deep networks based on loss surface implicit regularization deepai.org/publication/on… by Masaaki Imaizumi et al. #StatisticalLearningTheory #LossFunction
:( 4,2 voor tentamen gehaald, even kijken of ik er nog wat bij kan kletsen... #StatisticalLearningTheory #tentamens
If you don't understand the concept of non-stationarity, you won't really understand the purpose and limits of dynamical ML. #StatisticalLearningTheory
NEXT Machine Learning Paradigm: "DYNAMICAL" ML buff.ly/2X07Xba
Visual Recognition with Deep Learning from Biased Image Datasets deepai.org/publication/vi… by Robin Vogel et al. #Statistics #StatisticalLearningTheory
Emp-VC-dim is a sample-dependent measure of (learning/sample) complexity. Kinda a worst-case #RademacherAverage, from #statisticallearningtheory. It works great in sampling-based #approximationalgorithms for #datamining. MNI is a anti-monotone frequency measure for #subgraphs.
En we zitten weer in de bieb #studeren #StatisticalLearningTheory #tentamens
Alles goed geoefend, het moet goed komen nu! Nog even een uurtje ontspannen en dan gaan we er voor! #StatisticalLearningTheory #tentamens
Ik heb alles maar dan ook alles gedaan voor #StatisticalLearningTheory. Het boek doorgelezen, alle opgaven gemaakt, alle tentamens gemaakt... maar het wil maar niet lukken. Dadelijk nog de samenvatting doorlezen en dan hopen op het beste morgen #tentamens
Encoding-dependent generalization bounds for parametrized quantum circuits deepai.org/publication/en… by @IMathYou2 et al. #StatisticalLearningTheory #MachineLearning
I just published Analyzing Finite Function Classes in Statistical Learning Theory: Consistency, Rates, and Bounds… link.medium.com/7YF8CEL3oEb #StatisticalLearningTheory #FiniteFunctionClasses #Consistency
Two-Layer Smooth Approximation for Solving Probabilistic Constrained Programs #TechRxiv #MachineLearning #StatisticalLearningTheory techrxiv.org/articles/prepr…
Most discriminative SSL methods optimise a biased estimate of the risk that can hurt empirical performance. Our approach removes this bias and provides simple theoretical guarantees on the safeness of the modified methods. (4/8) #StatisticalLearningTheory
🤔 Wondering what Statistical Learning Theory is? 🤓 🤓 🤓 🤓 🤓 🤓 We got you covered! 🤩 Check out this AI glossary article and get smart: 🤓 🤓 🤓 🤓 🤓 🤓 deepai.org/machine-learni… 🤩 #AIforAll #AI #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #StatisticalHypothesisTesting #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #StatisticalHypothesisTesting #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #ProbabilityDistribution #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #MachineLearning #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #StatisticalHypothesisTesting #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #DeepLearning #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #DeepLearning #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #ProbabilityDistribution #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #DeepLearning #StatisticalLearningTheory
Learning deterministic hydrodynamic equations from stochastic active particle dynamics deepai.org/publication/le… by @surimk92 et al. #StatisticalLearningTheory #ComputerScience
On generalization bounds for deep networks based on loss surface implicit regularization deepai.org/publication/on… by Masaaki Imaizumi et al. #StatisticalLearningTheory #LossFunction
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #DeepLearning #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #DeepLearning #StatisticalLearningTheory
From the Machine Learning & Data Science glossary: Statistical Learning Theory deepai.org/machine-learni… #ProbabilityDistribution #StatisticalLearningTheory
Visual Recognition with Deep Learning from Biased Image Datasets deepai.org/publication/vi… by Robin Vogel et al. #Statistics #StatisticalLearningTheory
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