We are working to advance artificial intelligence based on machine learning and data mining.
What will it take to make artificial intelligence useful in our daily lives?
Trial and error, learning how machine learning works, creating new technologies with free thinking, and testing them on real data can be a shortcut to a hasty solution.
Of course, current AI technology is imperfect and can often get predictions wrong. It is possible to make unexpectedly large mistakes.
While we’re aiming for highly reliable technology, we’re also thinking about how to make it useful to society while tolerating a certain amount of error, saying, “It gets it wrong sometimes, but it gets it right most of the time.
We are creating a place where AI users, AI creators, and AI can grow together.
Our lab researches new data analysis methods and mathematical models based on machine learning, especially probability, statistics and deep learning.
In addition to applying the proposed techniques to actual data analysis, we are also exploring methodologies to use the predictions obtained from the models for decision making in society.
As the saying goes, “necessity is the mother of invention,” and history has shown that the alignment of technology with real needs has led to great advances in technology.
We are looking for exciting collaborations that will make society a little more comfortable by using our technology, wisdom and knowledge.