Beyond “Why ML Models Fail To Perform As Expected”: “What You Can Really Do About It”: . . .

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Beyond Why ML Models Fail To Perform As Expected: What You Can Really Do About It: All #Models Are #Wrong. Hence we are pioneering Global #ModelRiskManagement & #ModelRiskArbitrage #Practices:
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#AI #ML #DL #Cyber #Crypto #Quantum #Risk #Computing

Princeton University Presentations: #Princeton #Conferences sponsored by Princeton Bendheim Center for Finance, Citadel, Goldman Sachs, Susquehanna International Group, LLP (SIG) etc.: ModelRiskArbitrage.com :

2018 Princeton University #ArtificialIntelligence, #MachineLearning & #DeepLearning #RiskManagement & #Controls: Beyond Deep Learning and #GenerativeAdversarialNetwork’s #GAN’s: #ModelRiskManagement in AI, Machine Learning & Deep Learning: Princeton Presentations in AI-ML #Risk #Management & #Control #Systems:
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2016 Princeton University Beyond #ModelRiskManagement to #ModelRiskArbitrage for #FinTech Era: How to Navigate ‘Uncertainty’ When ‘#Models’ Are ‘#Wrong’ And #Knowledge’ ‘Imperfect’!: https://lnkd.in/dJ-Gnxx:

2015 Princeton University #Risk #Modeling for #Managing #Uncertainty in Increasingly #Non-#Deterministic #Cyber #World:
https://lnkd.in/eyP9Npd:

#StateOfNewYork #AI #ML #DL #CyberSecurity #Conference:
Sponsors: #NewYorkState #Governor & #NewYorkState #CIO:

2021 NYS Office of Information Technology Services: #C4I-#Cyber #Command & #Control #Supremacy: Why It’s More Critical Than #AI & #Quantum #Supremacy: Security in Post-#COVID #Virtual Era Beyond #Data, #Models, #Algorithms:
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2019 NYS Office of Information Technology Services: #AI-#MachineLearning #Augmentation and #Cybersecurity: Why #Smart #Minds Using #Smart #Tools Are Critical for #Minimizing #Risks:
https://lnkd.in/e-ZVNxE:

2016 NYS Office of Information Technology Services: Why #Cybersecurity #Risk #Analytics Must Evolve to Survive 90% of Emerging #Cyber #Financial #Threats: Advancing Beyond ‘#Predictive’ to ‘#Anticipatory#Risk #Analytics:
https://lnkd.in/ePrQxJe:

2015 #NewYorkState #CyberSecurity & #Engineering #Technology #Association: Toward Integrated #Enterprise #RiskManagement, #Model #RiskManagement & #Cyber-#Finance #Risk #Management: Bridging #Networks, #Systems and #Controls #Frameworks:
https://lnkd.in/dsEQNKF :

2019 CFA Institute: CFA Society Rochester: Advancing #HedgeFund #Chief #Investment #Officer Practices: #Model #Risk #Management with #AutoMachineLearning #AutoML: J.P. Morgan Goldman Sachs Practices Case Studies:
https://lnkd.in/eECH92x:

2015 State Street: #Catastrophic #Risk #Modeling for #Risk #Strategy #Execution: #Extreme #Risk #Models & #Methods: #Cyber #Finance to #Cyber #Warfare #Risk #Modeling for Managing #Exponential #Uncertainty & #Complexity in Increasingly #NonDeterministic #Cyberspace:
https://lnkd.in/eM2ABCj:

More: https://lnkd.in/gFn4Vm2:
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Beyond "Why ML Models Fail To Perform As Expected": "What You Can Really Do About It": All #Models Are #Wrong. Hence we are pioneering Global…
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