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2024 IEEE International Conference on Robotics and Automation

“Open X-Embodiment: Robotic Learning Datasets and RT-X Models” a finalist for the IEEE ICRA 2024 Best Paper Award in Robot Manipulation

20 May 2024News

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.

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From left: TUM President Thomas Hofmann, Stefanie Jegelka, Suvrit Sra

Two new Humboldt Professorships in the field of Artificial Intelligence

14 May 2024Announcements

TILOS Foundations team members Stefanie Jegelka and Suvrit Sra were honored with Germany’s most highly endowed research award.

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2023 IEEE Communications Society & Information Theory Society Joint Paper Award

11 May 2024Announcements

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.

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Congratulations to TILOS graduate students Zhili Xiong and Rachel Selina Rajarathnam for winning the Best Paper Award at FCCM 2024

8 May 2024Announcements

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.

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Zhishang Luo

Congratulations to TILOS graduate student Zhishang Luo for winning a 2024 Qualcomm Innovation Fellowship

1 May 2024Announcements

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.

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Fan Chung Graham elected to the National Academy of Sciences

30 April 2024Announcements

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.

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How Do Machines ‘Grok’ Data?

12 April 2024News

Quanta Magazine || By apparently overtraining them, researchers have seen neural networks discover novel solutions to problems.

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Amin Karbasi granted 2024 Roberts Innovation Fund Award

20 March 2024Announcements

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.

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AI Researchers Present “Average Gradient Outer Product (AGOP)” to Explain how Neural Networks Learn

18 March 2024News

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.

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How Do Neural Networks Learn? A Mathematical Formula Explains How They Detect Relevant Patterns

13 March 2024News

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.

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This project is supported by the U.S. National Science Foundation under CCF-2112665. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the U.S. National Science Foundation.

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