7 AI-Powered Technologies You Should Know About
UC San Diego Today || TILOS Robotics team co-lead Henrik Christensen of UC San Diego on using AI for self-driving cars.
National University Announces Seven New Career-Relevant Programs for Knowledge Economy and Business Professionals
National University News || TILOS faculty help San Diego-based National University establish seven new career-relevant programs.
What Graph Models, a Branch of Machine Learning, Like to Learn
Forbes || TILOS Foundations team member Stefanie Jegelka of MIT on graph models for machine learning.
In Race for AI Chips, Google DeepMind Uses AI to Design Specialized Semiconductors
Wall Street Journal || TILOS Chips team co-lead David Z. Pan of UT Austin is interviewed for the Wall Street Journal.
New Robot Hand Works by Feel, Not Sight
Scientific American || TILOS Robotics team member Xiaolong Wang’s (UC San Diego) work on robotic hand control based on “touch dexterity” instead of sight is featured in Scientific American.
More Details, but Not Enough
Communications of the ACM || Andrew Kahng of UC San Diego weighs in on reinforcement learning for chip placement.
AutoDMP Optimizes Macro Placement for Chip Design with AI and GPUs
NVIDIA Developer || TILOS provides the benchmark for NVIDIA AutoDMP.
National University’s Artificial Intelligence Program to Commence Summer 2022
The National Science Foundation’s $20 million grant, in partnership with other prominent colleges, funds the new specialization for Master of Science, Data Science in Artificial Intelligence & Optimization.
A New Link to an Old Model Could Crack the Mystery of Deep Learning
Quanta Magazine || In the machine learning world, the sizes of artificial neural networks and their outsize successes are creating conceptual conundrums. When a network named Alexnet won an annual image recognition competition in 2021, it had about 60 million parameters. These parameters, fine-tuned during training, allowed AlexNet to recognize images that it had never seen […]
A Focus on Foundations: Halıcıoğlu Data Science Institute Hosts NSF-Funded AI Institute
UC San Diego Today || The National Science Foundation (NSF) recently announced that the Halıcıoğlu Data Science Institute (HDSI) at UC San Diego is the future home of The Institute for Learning-enabled Optimization at Scale, or TILOS. The $20M Artificial Intelligence (AI) hub will foster research and focus on “making impossible optimizations possible” at both scale […]