34 videos found 01:04:48 TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning 0 views Foundations,Machine Learning,TILOS Seminar Series AI for science,foundation models 00:57:20 TILOS Seminar: Single location regression and attention-based models 1 views Foundations,TILOS Seminar Series attention mechanisms,sparse token learning,transformers 01:01:02 TILOS Seminar: Synthetic Tasks as Testbeds for Attributing Model Behavior 1 views Foundations,TILOS Seminar Series deep learning,learning theory,machine learning,neural networks,synthetic tasks 01:10:46 TILOS-SDSU Seminar: Challenging Estimation Problems in Vehicle Autonomy 0 views Robotics,TILOS Seminar Series autonomous vehicles,computer vision,machine learning 01:03:55 TILOS Seminar: Unlearnable Facts Cause Hallucinations in Pretrained Language Models 15 views Foundations,Machine Learning,TILOS Seminar Series hallucinations,machine learning,natural language processing,pretrained LMs 00:47:35 TILOS Seminar: How Transformers Learn Causal Structure with Gradient Descent 7 views Foundations,Machine Learning,TILOS Seminar Series causal inference,machine learning,transformers 01:11:07 TILOS Seminar: Off-the-shelf Algorithmic Stability 6 views Foundations,Machine Learning,TILOS Seminar Series algorithmic stability,machine learning 01:04:58 TILOS Seminar: What Kinds of Functions do Neural Networks Learn? Theory and Practical Applications 8 views Foundations,Machine Learning,TILOS Seminar Series machine learning,multi-task learning,neural networks,single-task learning 56:55 TILOS Seminar: Large Datasets and Models for Robots in the Real World 3 views Robotics,TILOS Seminar Series AI agents,embodied AI,open source datasets 55:35 TILOS Seminar: Transformers Learn In-context by (Functional) Gradient Descent 6 views Foundations,Machine Learning,TILOS Seminar Series in-context learning,machine learning architectures,neural networks,transformers 1234»Page 1 of 4
