#explainableml search results
Happy to announce our work is now in the esteemed #InformationFusion Journal!🎉In #ExplainableML, we've pushed for interpretable models that are expressive & adhere to task-specific constraints - introducing "Constrainable Neural Additive Models.”👩💻📈 Interested? Give it a read!
Check out the now available SecML v0.10 with #explainableML and #cleverhans library connector (beta). In addition, multiple enhancements to #pytorch support. New tutorials available here: secml.gitlab.io Code: gitlab.com/secml/secml Changelog: secml.gitlab.io/changelog
📊 Overcoming multi-class imbalance: class weights vs. sampling 🚀 Learn to balance models for fair predictions in ML. #DataScience #ImbalancedDatasets Heimdall ML will report precision, recall & F-1 scores for all classification problems #explainableML
AUC 0.93—DL model predicts thyroid cancer spread via grayscale, elastography & microflow ultrasound. SR-enhanced imaging improves clarity & trust glcnd.io/predicting-thy… #MedicalAI #ExplainableML #AIInfra
We closed out Day 1 of @AeroTechWeek Americas with a talk from our CEO, Nick Cianciolo, on our move into #Aerospace and why our technology is well suited for airborne use cases. #certification #explainableML #traceableML #reusableML
How to understand your prediction model and use it in real algorithmic trading? 🧵🧵🧵 Get a cup of tea or coffee and enjoy new knowledge. #Trading #MachineLearning #ExplainableML #xAI #Shapley
Mosaic has developed several techniques to support #explainableML, helping human drivers of remotely operated vehicles at #NASA to gain new insights and operate more autonomously. buff.ly/4598fib
CALL FOR PAPERS AND ABSTRACTS “Explainable Artificial Intelligence For Unveiling The Brain: From The Black-Box To The Glass-Box” BrainInformatics2023 #explainableAI #explainableML #interpretableML #XAI #ArtificialIntelligence #MachineLearning #neuroscience #neuroimaging #brain
In this article, we provide a gentle introduction to what #ShapleyValues are and how you can use them in the field of #ExplainableML or #InterpretableML. bit.ly/3Ky8o4W
So this is on the path towards #ExplainableML #ExplainableAI
@FICO Announces xML Challenge #ExplainableML #AI prnewswire.com/news-releases/…
Join us in our upcoming workshop in 3 days! flexrule.com/x/workshop #DecisionAutomation #DecisionCentric #ExplainableML #AutoML #BusinessRules #WOrkflow
Don't miss the workshop! We will start in 4 hours. flexrule.com/x/workshop #DecisionAutomation #DecisionCentric #ExplainableML #AutoML #BusinessRules #Workflow
Using the `teller` for understanding the decisions of a classifier: thierrymoudiki.github.io/blog/2019/12/0… #explainableml #XAI #MachineLearning #Datascience
#ExplainableML resources 👇
If you have less than 3 hours to spare & want to learn (almost) everything about state-of-the-art explainable ML, this thread is for you! Below, I am sharing info about 4 of our recent tutorials on explainability presented at NeurIPS, AAAI, FAccT, and CHIL conferences. [1/n]
can we explain #ML? counterintuitive&brilliant by @DianeCoyle1859 @adrian_weller: 'b/c quantities that #ML systems seek to optimize have to be specified, #explainableML will force policymakers to be explicit about objectives, values and political choices' science.sciencemag.org/content/368/64…
Learn how to create #ExplainableML models and algorithms and interpret the result and outcome of the ML models efficiently. flexrule.com/archives/autom… #MLmodels #FinServs #FinTechs #Insurers #InsureTechs #AutoML
Comparing and explaining model predictions with 'the teller': thierrymoudiki.github.io/blog/2019/11/1… #MachineLearning #DataScience #ExplainableML #ExplainableAI #XAI
AUC 0.93—DL model predicts thyroid cancer spread via grayscale, elastography & microflow ultrasound. SR-enhanced imaging improves clarity & trust glcnd.io/predicting-thy… #MedicalAI #ExplainableML #AIInfra
So this is on the path towards #ExplainableML #ExplainableAI
Mosaic has developed several techniques to support #explainableML, helping human drivers of remotely operated vehicles at #NASA to gain new insights and operate more autonomously. buff.ly/4598fib
🎉 Congratulations to @EttoreMariotti, @NL4XAI ESR, for his work featured in the #InformationFusion Journal! 📚His research in #ExplainableML emphasizes the importance of interpretable models that are both expressive and aligned with task-specific constraints. Don't miss out!🤓📖
Happy to announce our work is now in the esteemed #InformationFusion Journal!🎉In #ExplainableML, we've pushed for interpretable models that are expressive & adhere to task-specific constraints - introducing "Constrainable Neural Additive Models.”👩💻📈 Interested? Give it a read!
Happy to announce our work is now in the esteemed #InformationFusion Journal!🎉In #ExplainableML, we've pushed for interpretable models that are expressive & adhere to task-specific constraints - introducing "Constrainable Neural Additive Models.”👩💻📈 Interested? Give it a read!
CALL FOR PAPERS AND ABSTRACTS “Explainable Artificial Intelligence For Unveiling The Brain: From The Black-Box To The Glass-Box” BrainInformatics2023 #explainableAI #explainableML #interpretableML #XAI #ArtificialIntelligence #MachineLearning #neuroscience #neuroimaging #brain
I simply must share this wonderful conversation of @seanmcarroll with @TaniaLombrozo preposterousuniverse.com/podcast/2023/0… I think I overheard something that may be relevant to #ExplainableML @ChristophMolnar @Marina_MCV A short 🧵 0/3
We closed out Day 1 of @AeroTechWeek Americas with a talk from our CEO, Nick Cianciolo, on our move into #Aerospace and why our technology is well suited for airborne use cases. #certification #explainableML #traceableML #reusableML
Today, we're pleased to announce the availability of our Bias Detection Report which enables users to confidently audit their machine learning models for bias with an easy-to-understand visualization. #MachineLearning #ExplainableML #BiasDetection
How to understand your prediction model and use it in real algorithmic trading? 🧵🧵🧵 Get a cup of tea or coffee and enjoy new knowledge. #Trading #MachineLearning #ExplainableML #xAI #Shapley
Today, we're announcing the addition of AutoML within xAI Workbench. AutoML empowers citizen data scientists, including business analysts and other subject matter experts, to create, train and deploy powerful machine learning models. #AutoML #MachineLearning #ExplainableML
In this article, we provide a gentle introduction to what #ShapleyValues are and how you can use them in the field of #ExplainableML or #InterpretableML. bit.ly/3Ky8o4W
📊 Overcoming multi-class imbalance: class weights vs. sampling 🚀 Learn to balance models for fair predictions in ML. #DataScience #ImbalancedDatasets Heimdall ML will report precision, recall & F-1 scores for all classification problems #explainableML
Check out the now available SecML v0.10 with #explainableML and #cleverhans library connector (beta). In addition, multiple enhancements to #pytorch support. New tutorials available here: secml.gitlab.io Code: gitlab.com/secml/secml Changelog: secml.gitlab.io/changelog
Happy to announce our work is now in the esteemed #InformationFusion Journal!🎉In #ExplainableML, we've pushed for interpretable models that are expressive & adhere to task-specific constraints - introducing "Constrainable Neural Additive Models.”👩💻📈 Interested? Give it a read!
AUC 0.93—DL model predicts thyroid cancer spread via grayscale, elastography & microflow ultrasound. SR-enhanced imaging improves clarity & trust glcnd.io/predicting-thy… #MedicalAI #ExplainableML #AIInfra
Mosaic has developed several techniques to support #explainableML, helping human drivers of remotely operated vehicles at #NASA to gain new insights and operate more autonomously. buff.ly/4598fib
We closed out Day 1 of @AeroTechWeek Americas with a talk from our CEO, Nick Cianciolo, on our move into #Aerospace and why our technology is well suited for airborne use cases. #certification #explainableML #traceableML #reusableML
In this article, we provide a gentle introduction to what #ShapleyValues are and how you can use them in the field of #ExplainableML or #InterpretableML. bit.ly/3Ky8o4W
CALL FOR PAPERS AND ABSTRACTS “Explainable Artificial Intelligence For Unveiling The Brain: From The Black-Box To The Glass-Box” BrainInformatics2023 #explainableAI #explainableML #interpretableML #XAI #ArtificialIntelligence #MachineLearning #neuroscience #neuroimaging #brain
Join us in our upcoming workshop in 3 days! flexrule.com/x/workshop #DecisionAutomation #DecisionCentric #ExplainableML #AutoML #BusinessRules #WOrkflow
Don't miss the workshop! We will start in 4 hours. flexrule.com/x/workshop #DecisionAutomation #DecisionCentric #ExplainableML #AutoML #BusinessRules #Workflow
Learn how to create #ExplainableML models and algorithms and interpret the result and outcome of the ML models efficiently. flexrule.com/archives/autom… #MLmodels #FinServs #FinTechs #Insurers #InsureTechs #AutoML
See how you can measure & score the importance of the feature in the prediction with 'Premutation Feature Importance' using #AutoML on FlexRule X flexrule.com/x/ #ExplainableAI #ExplainableML #AI #MachineLearning #PredictiveAnalytics #Interpretability
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