Will DNNs Ever Really be Explainable?
Summary: As we have become ever more enamored with DNNs, and their accuracy and utility has been paced only by their complexity we will need… Read More »Will DNNs Ever Really be Explainable?
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WilliamVorhies
Digital Dreams – Analog Processes
Your in-house data science team is not the exclusive source of AI/ML based improvements. Process Re-engineering is gaining new life as a way to optimize… Read More »Digital Dreams – Analog Processes
Is AI Getting Boring? And Some Thoughts on the Future of AI.
Summary: Things are getting repetitious and that can be boring. Still, looking at lessons from the 90s it’s clear there are at least one or… Read More »Is AI Getting Boring? And Some Thoughts on the Future of AI.
Reinforcement Learning Starts to Deliver on Its Promise
Summary: Advances in very low cost compute and Model Based Reinforcement Learning make this modeling technique that much closer to adoption in the practical world.… Read More »Reinforcement Learning Starts to Deliver on Its Promise
Racial Bias in Modeling – Not as Simple as You Might Think
Summary: Bias in modeling has long been a public concern that is now amplified and focused on the disparate treatment models may cause for African… Read More »Racial Bias in Modeling – Not as Simple as You Might Think
Targeting Hate Speech
Summary: Objectively identifying hateful or abusive speech on social media platforms would allow those platforms to better control it. However to be objective and without… Read More »Targeting Hate Speech
Explaining Data Science to a Non-Data Scientist
Summary: Explaining data science to a non-data scientist isn’t as easy as it sounds. You may know a lot about math, tools, techniques, data, and… Read More »Explaining Data Science to a Non-Data Scientist
Do You Need an AI Product Manager
Summary: What is an AI Product Manager and how do you know when you need one. The role of Product Manager (PM) can mean many… Read More »Do You Need an AI Product Manager
KISS – Complex DNN Techniques are Not the Improvements They’re Reported to Be
Summary: In a comprehensive study of 18 recently presented DNN advancements in top-N recommenders, only 7 presented sufficient data to allow reproduction. Worse, of the… Read More »KISS – Complex DNN Techniques are Not the Improvements They’re Reported to Be
Time for a Chatbot Tune-Up
Summary: Now that you have a little time for introspection, how about reviewing the performance of your chatbots. Chances are this lock down period has… Read More »Time for a Chatbot Tune-Up