In today's scientific and industrial fields, high-dimensional data in which numerous variables are observed simultaneously, such as genomic, climate, financial, and sensor data, are rapidly increasing ...

Inference to the Best Explanation (IBE) represents a central method in scientific inquiry, wherein the hypothesis that best accounts for the available evidence is provisionally accepted. This approach ...

At the core of science is a commitment to rigorous reasoning, method, and the use of evidence. The final session of the workshop was designed to take a step back from the specific issues of how ...

Diffusion models are widely used in many AI applications, but research on efficient inference-time scalability*, particularly for reasoning and planning (known as System 2 abilities) has been lacking.

A lot of ink has been spilled on the question of what will ultimately win: the scientific method, an approach to learning about the world by coming up with theories and testing those theories against ...

Harvard University is offering seven free data science online courses. The course duration is eight to nine weeks, with one to two hours of study time per week. The last date of application is June 17 ...