- January2711 am - 12 pm
Co-hosted by UT Good Systems, Forum for Artificial Intelligence, and IFML
- February312:15 - 1 pm
Abstract: Graph neural networks (GNNs) are successful at learning representations from most types of network data but suffer from limitations...
- February1012:15 - 1 pm
Abstract: The activation function deployed in a deep neural network has great influence on the performance of the network at...
- October2112:15 - 1 pm
Representation learning has been widely used in many applications. In this talk, I will present our work which uncovers when...
- October1412:15 - 1 pm
When Is Partially Observable Reinforcement Learning Not Scary? Abstract: Partially observability is ubiquitous in applications of Reinforcement Learning (RL),…
- September2312:15 - 1 pm
ML+ X Seminar
Abstract: In this talk I will present applications and new methods for decomposing higher-order moment tensors into appropriate low-rank representations...
- September1612 - 1 pm
Title: A Data-Centric View on Reliable Generalization Abstract: Researchers have proposed many methods to make neural networks more reliable under...
- September912 - 1 pm
Join us for the first IFML seminar of the semester!
- July2212 - 1 pm
Watch the replay here. Abstract: While many robots are currently deployable in factories, warehouses, and homes, their autonomous deployment requires...