When a quantum computer processes data, it must translate it into understandable quantum data. Algorithms that carry out this 'quantum compilation' typically optimize one target at a time. However ...

The strategic advantage of QML continues to expand its presence in industries that deal with complex, high-dimensional data.

Specialization: Machine LearningInstructor: Geena Kim, Assistant Teaching ProfessorPrior knowledge needed: Calculus, Linear algebra, PythonLearning Outcomes Explain what unsupervised learning is, and ...

Motivated to address the inconsistency between the essential i.i.d. assumption in machine learning theory and the data heterogeneity in real-world applications, we propose a novel calibrated ensemble ...

Explore how AI predictive analytics reshapes industries by providing insights, forecasting trends, and enhancing ...

The research reveals that although some users frame the gig economy as a space of freedom, income flexibility, and ...

Algorithms are not innocent codes based on machine learning and artificial intelligence, but ideological devices that shape ...

In the third decade of the 21st century, artificial intelligence is no longer just an auxiliary tool in our daily lives—it ...

Artificial intelligence (AI) is widely recognized as a game-changing technology, and the number of potential applications ...

Laser-based processes for metals are considered to be particularly versatile in industry. Lasers can be used, for example, to ...