Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6612196963058282496
Beyond #BackPropagation and #StochasticGradientDescent #SGD:
#MIT AI-Machine Learning Executive Guide:
AIMLExchange.com/MIT/: https://lnkd.in/eknKzm5 :
Couple of years ago we reviewed the #Limitations of #BackPropagation and #StochasticGradientDescent algorithms, the main workhorses of #AI #ML, #DL.
Latest updates on #Limitations and #Alternatives for both:
#BackPropagation https://lnkd.in/e-W3UNe
#Limitations https://lnkd.in/eHttCe5
#Alternatives https://lnkd.in/eQmBtr6
#StochasticGradientDescent https://lnkd.in/eTHcTnz
#Limitations https://lnkd.in/eNHeYhW
#Alternatives https://lnkd.in/e3DskfF
So, regardless of whichever #algorithms or #models you use, #ModelRiskManagement is something worth paying attention to. Those more venturesome may like to advance further to #ModelRiskArbitrage that we pioneered recently continuing in the string of #DigitalTransformation #innovations started with beta of first WWW browser:
ModelRiskArbitrage.com .
Griffiss Institute AFRL Commercialization Academy Venture:
#AIMLExchange AIMLExchange.com We create the Digital Future™:
Enabling Global Digital CEO-CxO Teams Accelerate Performance & Minimize Risk:
In Knowing-Building-Monetizing™: AI-ML-Digital-Quant-Cyber-Crypto-Quantum:
Skills, Careers, Practices, Technologies, Teams & Ventures.