How to detect algorithmic bias in production
Sometimes, algorithms look biased but might not be, and other times algorithms look unbiased but may be - how can you tell?
- AI Ethics
- Experimentation
- Machine Learning
- Artificial Intelligence
All Posts
- All
- AI Ethics (1)
- AI implementation (2)
- AI in business (3)
- AI roadmap (1)
- Artificial Intelligence (3)
- bandits (2)
- Contextual Bandits (1)
- Continuous Intelligence (4)
- digital strategy (2)
- ethics (1)
- Experimentation (8)
- fairness (1)
- IBM (1)
- Machine Learning (6)
- mlops (2)
- Next Best Actions (2)
- Product (1)
- Statistics (1)
- transparency (1)
- Uncategorized (1)
Experimentation platforms at scale
We examine how experimentation platforms used by search engine and social media companies have been designed to handle a range of experimentation issues that occur at scale.
- Experimentation
Next-Best-Action Recommendation
Reinforcement learning, supervised learning, contextual bandits, active learning – how do they all fit together to make better customer outcomes?
- Continuous Intelligence
- Experimentation
- Machine Learning
- Artificial Intelligence
Comparing approaches to experimental analysis
Clear and unbiased analysis methods are critical to understanding the experiments that businesses run in-market on real users.
- Experimentation
How uplift modeling works
Uplift models are used to identify customers who are most likely to respond positively as a result of receiving some intervention.
- experimentation
Turning an AI strategy into an AI plan
You have set strategic goals for AI in your organisation, but how do you turn a strategy into a successful implementation plan?
- experimentation
- AI roadmap
- AI in business
- AI implementation
Experimentation - the hidden layer in the data science pyramid
Why experimentation is required for a good return on your data investment.
- experimentation
- digital strategy
- AI in business
Introducing Atmosphere
Here we introduce Atmosphere – Ambiata’s new continuous intelligence service – and explain how it fits into our renewed values and purpose.
- Product
- Continuous Intelligence
- Experimentation
- Machine Learning
- Artificial Intelligence