Harvard Professor David C. Parkes is leading a session on AI, Machine Learning, and Economics for the inaugural cohort of the MBZUAI Executive Program. This program includes 42 participants, including ministers and C-suite executives, and spans 12 weeks. The program aims to support the UAE's AI leadership mission through education and capacity building. Why it matters: This highlights the UAE's ongoing efforts to attract global AI expertise and develop local leadership in the field, furthering its national AI strategy.
Dr. David Paredes from Drexel and Purdue Universities conducted a workshop on sustaining creativity at KAUST's 2015 Winter Enrichment Program. The workshop aimed to inspire students to be creative and remember why they entered their fields. Students used the Reisman Diagnostic Creativity Assessment tool to evaluate their creative strengths in ideation, risk tolerance, solution focus, and motivation. Why it matters: Such workshops, while not directly advancing AI research, foster a culture of innovation and risk-taking that is crucial for breakthroughs in AI and other STEM fields in the region.
MBZUAI has appointed Professor Timothy Baldwin as Associate Provost and acting chair of its new NLP Department. Baldwin will focus on strengthening the curriculum and building a world-class faculty team. He previously spent 17 years at the University of Melbourne. Why it matters: The recruitment signals MBZUAI's commitment to becoming a leading center for NLP research and education in the region.
This paper introduces DaringFed, a novel dynamic Bayesian persuasion pricing mechanism for online federated learning (OFL) that addresses the challenge of two-sided incomplete information (TII) regarding resources. It formulates the interaction between the server and clients as a dynamic signaling and pricing allocation problem within a Bayesian persuasion game, demonstrating the existence of a unique Bayesian persuasion Nash equilibrium. Evaluations on real and synthetic datasets demonstrate that DaringFed optimizes accuracy and convergence speed and improves the server's utility.
KAUST Professor David Keyes was elected as a Fellow of the American Association for the Advancement of Science (AAAS) for his contributions to parallel computing and numerical analysis. He was formally recognized at the AAAS Annual Meeting in Washington, D.C. Keyes expressed feeling humbled and honored by the award, emphasizing the breadth of science and engineering that AAAS encompasses. Why it matters: This recognition highlights the caliber of research and researchers at KAUST, enhancing the university's reputation and fostering international collaborations in computational science.
Dr. David Edwards from Harvard University spoke at KAUST about creativity in innovative communities. He believes that we are at the dawn of a grassroots renaissance in the arts, sciences and engineering. Edwards highlighted the importance of learning, experimentation, and production centers in fostering innovation. Why it matters: This talk suggests KAUST is looking to foster a cross-disciplinary culture of innovation, aligning with broader trends in AI and technology development that require diverse skill sets.
Liangming Pan from UCSB presented research on building reliable generative AI agents by integrating symbolic representations with LLMs. The neuro-symbolic strategy combines the flexibility of language models with precise knowledge representation and verifiable reasoning. The work covers Logic-LM, ProgramFC, and learning from automated feedback, aiming to address LLM limitations in complex reasoning tasks. Why it matters: Improving the reliability of LLMs is crucial for high-stakes applications in finance, medicine, and law within the region and globally.
KAUST Professor Matteo Parsani will undertake a 30-day, 3000km hand bike journey across Saudi Arabia starting December 17. The journey aims to promote physical activity, raise disability awareness, showcase KAUST research, and highlight Saudi's beauty. KAUST researchers developed biosensor-embedded gear to monitor Parsani's health metrics like heart rate, dopamine levels, and sweat rate during the journey. Why it matters: The initiative demonstrates KAUST's commitment to assistive technology research and promoting inclusivity in Saudi society through adaptive sports.