Top Tweets for #InterpretableMachineLearning
Google’s pwlfit distills ML models into simple, human-readable curve code, matching black-box accuracy. - https://t.co/i4TP7VadUI #interpretablemachinelearning #googlepwlfitlibrary
📢 Read our Review Paper
📚 Making Sense of Machine Learning: A Review of Interpretation Techniques and Their Applications
🔗 https://t.co/Bb3J5mk24b
👨🔬 by Ainura Tursunalieva et al.
#interpretablemachinelearning #interpretationtechniques
🏥 This study focuses on the use of #interpretablemachinelearning to #predict unscheduled #hospitalreadmissions, which contribute significantly to healthcare costs, particularly for chronic patients.
👉 https://t.co/smtg3IyH4o
New study by Sugie Lee et al aims to investigate the nonlinear relationships and threshold effects between #CrimePatterns and street-level neighbourhood environments using #MachineLearning models and the #InterpretableMachineLearning technique
https://t.co/CXcqaOqdg6
@hippdude1
Thanks to Parul Verma , Malhar Patel, MD and Sanjay Ghosh for their amazing talks, this was an exciting 3rd edition of the Special Session XAIB @BrainInformatics2023 Stevens Institute of Technology, Hoboken, NY #explainableartificialintelligence #interpretablemachinelearning
A compelling study by Vaishali Jain, @TedEnamorado & @CynthiaRudin on name-based ethnicity classification, an important tool used to estimate racial bias across different settings from lending to resume screening to policing. #interpretablemachinelearning https://t.co/QLSvE0OMcu
We (@yigitcanlar, @corchadojm) look forward to your submissions to our special issue on "Green AI Algorithms, Methods and Technologies for Smart Cities"
#ai #green #sustainability #sustainablecities #explainableai #InterpretableMachineLearning #equityand…https://t.co/cAI7c2vrSm
【本日開催です📢】
本日18:30よりオンラインで #TECHin京都 の技術勉強会を開催します✨ 聴講枠もまだ少し空きがありますので、どんな雰囲気か是非覗きにきてみてください👀🌱
#AI #勉強会 #DataScience #機械学習 #InterpretableMachineLearning
https://t.co/WGT3ZjcKLO
【技術ブログ更新📢】
#連載記事 の第二弾。本記事では #InterpretableMachineLearning の5章でも紹介されているPDPの信頼性を可視化する方法の1つである Derivative Individual Conditional Expectation (d-ICE) について実際のデータを使用して紹介しています。#機械学習
https://t.co/Gqxd4AguQN
New paper from us on grouped feature interpretation. On arxiv + under review. Review of group imp techniques + guidelines + new method to visualize grouped effects -- dubbed "combined features effect plot".
https://t.co/tVS9cczvAI
#InterpretableMachineLearning
¡Nueva publicación! Usamos #InterpretableMachineLearning para estudiar factores q favorecen cambios de pista. Encontramos q mujeres se cambian más, mientras q personas mayores o con autos más viejos se cambian menos. Motociclistas se cambian más q autos y camiones.
Like Machine Learning Engineering, Aurélien Géronâs book is a practical guide aimed at giving programmers the necessary ML insights and information.
https://t.co/cZPYbbCej3
#AI #MachineLearning #InterpretableMachineLearning #MachineLearningEngineering #MLengineers
Our new paper about #interpretablemachinelearning is online just in time for Carnaval! "Relevance aggregation for neural networks interpretability and knowledge discovery on tabular data" was published on Information Sciences: https://t.co/3O3ZYlfGck 1/10
#RedWoodAnts Distribution Unassociated w/ Anthropogenic #HabitatDisturbance
#KeystoneSpecies
#EcosystemEngineers
#ants
#forest #Switzerland
#SpeciesDistributionModelling
#InterpretableMachineLearning
#openaccess article: https://t.co/JTijQUSCDk
@AnitaRisch @WSL_research
InterpretML: an open source tool for intelligibility
https://t.co/6n65SH9Vwx
#DataScience #Python #InterpretableMachineLearning
#spatial #CrossValidation & a #visualisation for #InterpretableMachineLearning applied to #SpeciesDistributionModelling
my 10min #vISEC2020 talk is available on YouTube:
https://t.co/vnS0PyvGUE
this analysis was completed with #RStats
Very grateful for the opportunity to talk about #spatial #CrossValidation & #visualisation for #InterpretableMachineLearning at #vISEC2020
If that’s indeed true, can #explainability techniques be applied to such #AI models to learn how to make a #startup successful?
What do you think?
#ArtificialIntelligence #MachineLearning #DeepLearning #AI #business #XAI #InterpretableMachineLearning #Entrepreneurs #ML
🦄AI is now able to predict if your startup will become a unicorn!
#AI #MachineLearning #BigData #DataScience @wef
@SpirosMargaris @HaroldSinnott @Paula_Piccard @gvalan @ipfconline1 @ShiCooks @Droit_IA @diioannid @sebbourguignon @rwang0 @kalydeoo @Ym78200 @Nicochan33 @3itcom
Interpretability
⬛Guide for Making Black Box Models Explainable
🔸Model-Agnostic Method
🔸Example-Based Explanations
🔸Neural Net Interpretation
🔸RuleFit Algorithm
#InterpretableMachineLearning
🛋️Christoph @ChristophMolnar
🎙️Kyle @kpolich
📍 @DataSkeptic
https://t.co/7BrNRZZRRj
🔥Hot off the press🔥 #USGSLMG @theAGU #WRR paper uses #TheoryGuidedDataScience and #InterpretableMachineLearning for the prediction and inference of #FlowDurationCurves in > 9,000 ungaged locations within the SE US for 6 decades (1950 - 2009)!
Read more: https://t.co/h5uddisnx6
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