TILOS Industry Day 2025 Our 4th Annual Industry Day will be June 2, 2025, at the Halıcıoğlu Data Science Institute at UC San Diego, the campus hub for data science. This year TILOS Industry Day will feature: Talks from invited industry speakers sharing their perspectives on challenges in AI + Optimization + Use-domains (chips, robotics, networks) […]
The TILOS Horizons for Optimization in AI (“HOT-AI”) Workshop will bring together leading researchers and practitioners to explore the evolving landscape of optimization for AI—and how AI itself is reshaping optimization. Over two days of engaging talks and interactive discussions participants will dive into cutting-edge research, share insights, and exchange ideas on the most pressing […]
TILOS members, postdoctoral scholars, and graduate students will present more than two dozen research results at the Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), December 10-15, 2024 in Vancouver, British Columbia, Canada.
TILOS at NeurIPS 2024 TILOS members, postdoctoral scholars, and graduate students presented more than two dozen research results at the Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), December 10-15, 2024 in Vancouver, British Columbia, Canada. The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof Derek Lim, Theo Putterman, Robin Walters, Haggai Maron, Stefanie […]
Recorded Talks: Machine Learning All Videos Foundations TILOS Seminar Series Optimization for ML and AI Chip Design AI Ethics Machine Learning Networks AI Software Workshops and Tutorials Robotics Panel Discussions 37 videos found 00:56:00 Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent Yuejie Chi, Yale University Transformers […]
Recorded Talks: Foundations of AI and Optimization All Videos Foundations TILOS Seminar Series Optimization for ML and AI Chip Design AI Ethics Machine Learning Networks AI Software Workshops and Tutorials Robotics Panel Discussions 39 videos found 00:56:00 Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent Yuejie Chi, […]
Recorded Talks: Chip Design All Videos Foundations TILOS Seminar Series Optimization for ML and AI Chip Design AI Ethics Machine Learning Networks AI Software Workshops and Tutorials Robotics Panel Discussions 8 videos found 00:56:10 TILOS-MICS Seminar: AI-Driven Design Automation for Multi-Chip Integration in AI Chips AI-Driven Design Automation for Multi-Chip Integration in AI Chips Sung-Kyu […]
Recorded Talks: TILOS Seminar Series All Videos Foundations TILOS Seminar Series Optimization for ML and AI Chip Design AI Ethics Machine Learning Networks AI Software Workshops and Tutorials Robotics Panel Discussions 44 videos found 00:50:53 TILOS Seminar: Neuromorphic LLMs Foundations,Machine Learning,TILOS Seminar Series Neuromorphic LLMs Jason Eshraghian, UC Santa Cruz This talk will show you […]
Recorded Talks All Videos Foundations TILOS Seminar Series Optimization for ML and AI Chip Design AI Ethics Machine Learning Networks AI Software Workshops and Tutorials Robotics Panel Discussions 71 videos found 00:56:00 Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent Yuejie Chi, Yale University Transformers have demonstrated […]
Collaborative Networked Estimation and Inference through Graph Neural Networks Graph neural networks (GNNs) are deep learning architectures that learn powerful representations of graphs and graph signals. GNNs have shown remarkable performance across various domains, such as biology and drug discovery, quantum chemistry, robotics, social networks, and recommender systems. Their success can be attributed to their […]
