Preparing AI for Sequential Decision-Making — and Why It Matters
Blog Series: PUBLIC IMPACT ANALYTICS SCIENCE (PIAS) [...]
Digital Phenotyping: Analytics Science from the Inception of Computer Networks (Data Pushing) to the Age of Fitbit Data (Data Pulling)
Blog Series: PUBLIC IMPACT ANALYTICS SCIENCE (PIAS) [...]
The Public Impact of Using Observational Data to Enhance Efficiency and Effectiveness: From COVID-19 Vaccines to Startups to Emergency Rooms
Photo Credit: DALL.E 2023 In February [...]
AI, Human Rights, and Public Impact: Promises and Risks
Photo Credit: DALL.E 2023 Note: This [...]
The Analytics Science Behind ChatGPT: Human, Algorithm, or a Human-Algorithm Centaur?
Figure: Image of Chiron the Centaur in Daniel [...]
The Public Impact of Queueing Theory: From Queen Elizabeth to Internet to Emergency Rooms
Blog Series: PUBLIC IMPACT ANALYTICS SCIENCE (PIAS) [...]
The Public Impact Analytics Science Behind Mobile Health (mHealth) and Digital Health Interventions
The Mobile Health (mHealth) Ecosystem (Source: Saghafian and [...]
Successful Public Impact Analytics Science in the Era of Information and Algorithmic Transparency Movements
In this post, I argue for a new minimum transparency [...]
What AI is Lacking: Insight-Driven Problem Solving
Blog Series: PUBLIC IMPACT ANALYTICS SCIENCE (PIAS) [...]
Ambiguity Versus Risk in Sequential Decision-Making: Incomplete Information, Causal Inference, and Reinforcement Learning
Sequential decision-making requires one to know, or at least [...]