The U.S. National Science Foundation is excited to announce a new round of ExpandAI awards dedicated to fostering diversity and inclusion within the artificial intelligence research community. “NSF Expanding AI Capacity in San Diego: A Strategic Collaboration between San Diego State University and TILOS AI Institute” aims to expand the AI research, education and infrastructure […]
The Robot Report || The quadrennial set of recommendations is produced and sponsored by institutions led by the University of California, San Diego. The authors sent the latest edition to presidential campaigns, the AI Caucus in Congress, and the investment community, noted Henrik I. Christensen, main editor of the roadmap.
Robohub || TILOS Robotics team members Henrik Christensen, Hao Su, and Xiaolong Wang, and graduate student Nicklas Hansen are members of the Open X-Embodiment Collaboration.
Quanta Magazine || By apparently overtraining them, researchers have seen neural networks discover novel solutions to problems.
AIthority || Considered the “black box” of machine learning, AI neural networks can expand the range of innovations and applications in different areas. AGOP is a unifying mathematical mechanism that establishes the core fundamentals explaining how neural networks learn from general machine learning models.
UC San Diego Today || The insights, published in the journal Science, can also be used to make other types of machine learning architectures more effective.
Science || Work by TILOS Foundations team member Mikahil Belkin and TILOS graduate students presents a unifying mathematical mechanism called Average Gradient Outer Product (AGOP) that characterizes feature learning in neural networks.
MIT Technology Review || An interview with TILOS Foundations team member Mikhail (Misha) Belkin about one of the biggest scientific puzzles of our time.
Notre Dame Observer || Professor Henrik Christensen speaks to the challenges and benefits of using automated vehicles for trips of short to moderate distance (zero to five miles), which account for a staggering 60% of all travel in the United States.
AI Magazine || Optimization is a universal quest, reflecting the basic human need todo better. Improved optimizations of energy-efficiency, safety, robustness, and other criteria in engineered systems would bring incalculable societal benefits. But, fundamental challenges of scale and complexity keep many such real-world optimization needs beyond reach. TILOS aims to overcome these challenges in three […]
