With the emergence of large-scale data, there is a massive surge in machine learning (ML) applications. In many of these applications, uncertainty calibration and interpretability of ML predictions are crucial. Gaussian...
With the emergence of large-scale data, there is a massive surge in machine learning (ML) applications. In many of these applications, uncertainty calibration and interpretability of ML predictions are crucial. Gaussian...
Join UMass alumni, faculty, and friends of the Manning College of Information and Computer Sciences at Microsoft New England for our annual Alumni Meetup.
Dean Laura Haas will present an update on the state of...
Abstract: The Multistakeholder Model is described as a framework that encourages the engagement of various stakeholders in Internet Policy Development Processes (PDPs). These stakeholders include governments, technical...
Variational Inference performance strongly depends on many algorithmic choices, such as the optimization algorithm used, the objective, and the variational family. The right combination for these components is highly...
Abstract: Over the past few years, and especially since the deployment of ChatGPT in November 2022, neural language models with billions of parameters and trained on trillions of words are powering the fastest-growing...
Join us from 6 - 7 PM on Friday, November 17th for a Meta Virtual Panel with pizza! In the ILC Room N101, we will be virtually hosting four employees from Meta with specialties in security, software, data engineering, and...
In recent years, an important new class of applications has emerged that is characterized by its tight latency requirements. Latency-sensitive applications pose new challenges to cloud providers as cloud data centers are...
Thanksgiving recess begins after last class
Abstract: In 2003, Cohn and Umans proposed a group-theoretic approach to bounding the exponent of matrix multiplication. Previous work within this approach ruled out certain families of groups as a route to obtaining ω=2...
Women in Informatics and Computer Science (WiCS) focuses on uplifting women and non-binary students in the Manning CICS by creating a community focused on career success, specifically through our events. These include...