Google’s pwlfit distills ML models into simple, human-readable curve code, matching black-box accuracy. - hackernoon.com/googles-new-a… #interpretablemachinelearning #googlepwlfitlibrary
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14 Mar 2025
📢 Read our Review Paper
📚 Making Sense of Machine Learning: A Review of Interpretation Techniques and Their Applications
🔗 mdpi.com/2076-3417/14/2/496
👨🔬 by Ainura Tursunalieva et al.
#interpretablemachinelearning #interpretationtechniques
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21 Oct 2024
🏥 This study focuses on the use of #interpretablemachinelearning to #predict unscheduled #hospitalreadmissions, which contribute significantly to healthcare costs, particularly for chronic patients.
👉 mdpi.com/2504-4990/6/3/80
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1 Oct 2024
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
ow.ly/IqE750Txas2
@hippdude1
ALT Screenshot of article info including DOI, title, authors, abstract and keywords.
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1 Aug 2023
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
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28 Apr 2023
🎉 Just joined Twitter! Excited to share my 1st tweet: SOTAI's no-code #InterpretableML platform, Artifice. Harness shape constraints & calibrated models in any industry! 🚀
👉 sotai.ai/blog/meet-artifice-…
#MachineLearning #AI #XAI #InterpretableAI #InterpretableMachineLearning
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5 Aug 2022
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 hdsr.mitpress.mit.edu/pub/wg…
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10 Jun 2022
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…lnkd.in/e84GxKyb
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27 May 2022
【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
hacarus.connpass.com/event/2…
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13 Dec 2021
【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
hacarus.com/ja/ai-lab/202112…
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6 Dec 2021
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".
arxiv.org/abs/2104.11688
#InterpretableMachineLearning
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30 Oct 2021
¡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.
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30 Jun 2021
Like Machine Learning Engineering, Aurélien Géronâs book is a practical guide aimed at giving programmers the necessary ML insights and information.
blog.crossminds.ai/post/10-a…
#AI #MachineLearning #InterpretableMachineLearning #MachineLearningEngineering #MLengineers
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15 Feb 2021
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: authors.elsevier.com/c/1ca-O… 1/10
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16 Jan 2021
#RedWoodAnts Distribution Unassociated w/ Anthropogenic #HabitatDisturbance
#KeystoneSpecies
#EcosystemEngineers
#ants
#forest #Switzerland
#SpeciesDistributionModelling
#InterpretableMachineLearning
#openaccess article: doi.org/10.1111/ddi.13217
@AnitaRisch @WSL_research
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11 Nov 2020
InterpretML: an open source tool for intelligibility
github.com/interpretml/inter…
#DataScience #Python #InterpretableMachineLearning
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16 Jul 2020
#spatial #CrossValidation & a #visualisation for #InterpretableMachineLearning applied to #SpeciesDistributionModelling
my 10min #vISEC2020 talk is available on YouTube:
youtu.be/7-ppuDsrwmc
this analysis was completed with #RStats
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23 Jun 2020
Very grateful for the opportunity to talk about #spatial #CrossValidation & #visualisation for #InterpretableMachineLearning at #vISEC2020
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7 Jun 2020
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
7 Jun 2020
🦄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
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11 Jan 2020
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
youtube.com/watch?v=-U1v3E4I…
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