Bayesian Neural Networks
Bayesian Neural Networks (BNNs) are a type of neural network that incorporates Bayesian inference into the training process. BNNs use probability distributions to represent the uncertainty in the weights and biases of the network, allowing for more robust predictions and better generalization to new data. Unlike traditional neural networks, which output a single point estimate, BNNs output a probability distribution over the possible outputs. This allows for more nuanced predictions and the ability to quantify the uncertainty in the model's predictions. BNNs are particularly useful in applications where uncertainty is inherent, such as in medical diagnosis or financial forecasting.
Your Previous Searches
Random Picks
- Artificial General Intelligence: Artificial General Intelligence (AGI) is a branch of artificial intelligence that emphasizes the creation of machines capable of understanding, learning, and applying knowledge across a wide range of tasks at a level equal to or beyond huma ... Read More >>
- Text Analytics: Text Analytics is the process of deriving meaningful insights and information from unstructured text data. It involves the use of Natural Language Processing (NLP), Machine Learning (ML), and other AI techniques to analyze and extract relev ... Read More >>
- Observational: Observational refers to a type of study in which researchers observe and measure the characteristics and behaviors of a group of individuals without manipulating any variables. In data science, observational studies are often used to identi ... Read More >>
Top News
Employees were already freaked out about AI — Amazon just proved them right...
Amazon CEO Andy Jassy acknowledged in a Tuesday statement what many workers have been scared of: Artificial intelligence will soon mean job cuts....
News Source: Business Insider on 2025-06-18
Trump’s purges come for the U.S.’ nuclear safety board...
Donald Trump’s efforts to strip federal agencies and commissions of their independence took an alarming step Monday, when the president fired one of the five commissioners who sit on the Nuclear Reg...
News Source: MSNBC on 2025-06-17
Amazon says it will reduce its workforce as AI replaces human employees | CNN Bu...
Amazon says it will reduce its workforce as AI replaces human employees | CNN Businesscnn.com...
News Source: CNN on 2025-06-17
Amazon’s Jassy says AI will reduce company’s corporate ranks...
Andy Jassy expects the company’s workforce to decline in the next few years....
News Source: Fortune on 2025-06-17
Bank of America is bullish on these 4 under-the-radar AI stocks...
Investors interested in the AI trade beyond the Magnificent Seven should look into these four stocks with breakout growth potential....
News Source: Business Insider on 2025-06-17