Faculty Candidate Seminars

Generalizing Beyond the Training Distribution through Compositional Generation

Programmable Software Systems for Correct High-performance Applications

Circular Interactive Material: making ubiquitous computing more scalable and sustainable

Learning from Interaction

Efficient Deep Learning with Sparsity: Algorithms, Systems, and Applications

Towards Principled Sequential Decision-Making

Intelligent Textiles for Physical Interactions

Unleashing the Power of Ubiquitous IoT Sensors for Ambient Intelligence

Finding Shortest Paths in the Real World

Building Planetary-Scale Collaborative Intelligence

Towards Principled Modeling of Inductive Bias for Generalizable Machine Learning

Data Privacy in the Decentralized Era

Causal Inference for Robust, Reliable, and Responsible NLP

Understanding Language Models through Discovery and by Design

Designing efficient and scalable cache management systems

The Binomial Theorem

Modern Clouds: Side-Channel Attacks and Defenses

Hardware-Aware Efficient Primitives for Machine Learning

Impacting the future one failure at a time

Accessible Foundation Models: Systems, Algorithms, and Science

Catch M(oor)e If You Can: Agile Hardware/Software Co-Design for Hyperscale Cloud Systems

Content Moderation in Social Media: The Steel Armor of Social Media

Sub-cent Processors, Earable Computers, and Space Microdatacenters: Novel Computer Systems for Truly Ubiquitous Computing

An Introduction to Inheritance in Java

Neurons to Numerical Analysis: Applications of machine learning in scientific computing