Congratulations to TILOS Networks team member Shirin S. S. Bidokhti and Foundations team member Hamed Hassani, both of University of Pennsylvania, whose paper received the 2023 IEEE Communications Society & Information Theory Society Joint Paper Award.
The IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), is a premier conference in field-programmable gate array (FPGA) research, including computer-aided design (CAD) and architecture. Zhili Xiong and Rachel Selina Rajarathnam work with TILOS Chips team co-lead David Pan at UT Austin.
Zhishang Luo and fellow graduate student Jesse He, both of the Halıcıoğlu Data Science Institute at UC San Diego, have been awarded a 2024 Qualcomm Innovation Fellowship for their project Explainable Graph Learning for Property Prediction on Netlist Representations.
Professor Chung Graham joins a body of 2,617 active scientists who were elected by their peers to membership in the National Academy of Sciences for outstanding contributions to research.
Quanta Magazine || By apparently overtraining them, researchers have seen neural networks discover novel solutions to problems.
Yale News || TILOS Foundations team member Amin Karbasi and postdoctoral scholar Insu Han received a 2024 Roberts Innovation Fund Award for their research on making AI more powerful and cost effective.
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.
