Course description: This seminar class will focus on new results and directions in machine learning theory. Machine learning theory concerns questions such as: What kinds of guarantees can we prove ...

Finding patterns and reducing noise in large, complex datasets generated by the gravitational wave-detecting LIGO facility ...

This course covers modern machine learning theory and techniques that can be applied to make informed data-driven decisions. Instead of manually analyzing data, machine learning offers a more ...

In this online data science specialization, you will apply machine learning algorithms to real-world data, learn when to use which model and why, and improve the performance of your models. Beginning ...

Deep neural networks (DNNs) have revolutionized machine learning, yet their success defies classical expectations. They perform exceptionally well even in overparameterized scenarios, where models ...

School 2025 is part of the Research Semester Programme "Control Theory and Reinforcement Learning: Connections and Challenges ...

A knowledge of probability and statistical theory to the level of ST102 and ST206 and some ... The goal of this course is to provide students with a training in foundations of machine learning with a ...

Quantum researchers from CSIRO, Australia's national science agency, have demonstrated the potential for quantum computing to ...

In November 2024, Manoj Bhoyar was also honoured with the prestigious Global Recognition Award for his remarkable contributions to financial technology. To explore the journey behind his ...

A new guidance by the International Medical Device Regulators Forum for good machine learning practices draws heavily on a 2021 playbook provided by Canada, the U.K. and the U.S., an outcome that also ...

Deactivating In response to the rising tide of social media-spread misinformation in the 2010s, the social media behemoth ...