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Training Deep Neural Networks in Tiny Subspaces

MBZUAI ·

Xiaolin Huang from Shanghai Jiao Tong University presented a talk at MBZUAI on training deep neural networks in tiny subspaces. The talk covered the low-dimension hypothesis in neural networks and methods to find subspaces for efficient training. It suggests that training in smaller subspaces can improve training efficiency, generalization, and robustness. Why it matters: Investigating efficient training methods is crucial for resource-constrained environments and can enable broader access to advanced AI.

MBZUAI celebrates faculty excellence at annual recognition reception

MBZUAI ·

MBZUAI recognized seven faculty members for outstanding contributions in research, teaching, and mentorship at its annual Faculty Recognition and Welcome Reception. Associate Professor Salman Khan received the Distinguished Research Award for his work on multimodal models for remote Earth observation, including projects like AI4Weather and the AI Global Agriculture Advisory. Assistant Professor Alham Fikri Aji received the Early Career Researcher Award for his contributions to low-resource NLP and international collaborations. Why it matters: The awards highlight MBZUAI's focus on advancing AI for global challenges and recognizing faculty contributions to research and education.

Stanford faculty member brings AI knowledge to UAE

MBZUAI ·

Stanford Professor Yoav Shoham, a leading AI expert, will speak at the MBZUAI Executive Program. Shoham will present on lingual cognition and intelligence as part of a virtual class session. He has founded several AI companies, including AI21 Labs, and chairs the AI Index initiative. Why it matters: The participation of globally recognized AI experts like Shoham enhances the prestige and educational value of AI programs in the UAE, attracting talent and fostering innovation.

Faculty Focus: Mo Li

KAUST ·

Mo Li, an assistant professor of bioscience, is featured in a faculty focus article by KAUST. The article appears on the university's Biological and Environmental Science and Engineering Division page. Why it matters: This highlights KAUST's ongoing efforts to showcase faculty expertise and research areas within the university.

Faculty News: Congratulations Prof. Gary Amy and Prof. TorOve Leiknes

KAUST ·

Professor Gary Amy will become KAUST's first Emeritus Professor on July 1, 2014, after serving as a founding faculty member and director of the Water Desalination and Reuse Center (WDRC). Professor TorOve Leiknes has been named Interim Director of the WDRC, effective June 15, 2014, bringing expertise in membrane technology and wastewater treatment. Leiknes's international network will support the WDRC's global presence in water research. Why it matters: This transition highlights KAUST's ongoing commitment to water research and leadership in sustainable technologies.

New school year brings new faculty to KAUST

KAUST ·

KAUST welcomes five new faculty members for the new school year: Andrea Falqui, Daniele Daffonchio, Athanasios Tzavaras, Ying Sun, and Carlo Liberale. The new faculty members come from diverse backgrounds and bring expertise in areas such as bioscience, microbial ecology, and nanostructure imaging. They will contribute to KAUST's vision through research, teaching, and collaboration. Why it matters: The addition of new faculty enhances KAUST's research capabilities and educational offerings, fostering innovation and attracting top talent to the region.

An algorithm for success

KAUST ·

The article mentions several KAUST faculty and staff, including Matteo Parsani (Assistant Professor of Applied Mathematics), Teofilo Abrajano (Director of Sponsored Research), and David Keyes (Director of the Extreme Computing Research Center). It also references a talk by NASA Senior Scientist Mark Carpenter at the SIAM CSE 2017 conference. The article includes a photograph of King Abdullah bin Abdulaziz Al Saud. Why it matters: This appears to be general information about KAUST faculty and activities, but lacks specific details on research or AI developments.