Principle of matrix and tensor factorization methods and their optimization in sketching, compression and tensor completion;
This workshop welcomes contributions towards creation and enhancement of datasets and benchmarks utilized for evaluation of protection of AI devices (specifically LLMs) based on the properties listed above. The do the job may be theoretical (new approaches to generating datasets or proving a dataset’s adequacy for your task) or sensible (suggesting new datasets, examining the validity of present datasets, improving existing datasets).
Superintelligence direction: Developing realistic ways to impact superintelligence in ways desirable for humanity
In parallel, we prepare to have a poster session through the workshop day to aid conversations between individuals.
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This one-working day workshop will check out the dynamic intersection of artificial intelligence and music. It will eventually look into how AI is reworking songs development, recognition, education, ethical and authorized implications, as well as small business possibilities, from composition to performance, creation, collaboration, and viewers expertise. Participants will gain insights to the technological issues and accomplishments in music And just how AI can improve creativity, enabling musicians and producers to press the boundaries of their art. We'll talk about how AI instruments aid in seem design, remixing, and mastering, making it possible for For brand new sonic possibilities and efficiencies in songs output.
Critical themes with the workshop involve liable AI methods, security protocols, and ethical things to consider, with a particular center on model protection plus the avoidance of unintended penalties which include bias in AI-driven determination-making.
This workshop would Enjoy a crucial job to carry jointly the study and advancement community With this marketplace In particular all around knowledge science and device Studying and aid innovations on theories, designs, programs and practices During this presently scattered Group.
The workshop will showcase various samples of significant development in applying AI and may offer a glimpse into interesting foreseeable future Instructions that assure more info to have a profound impact on countrywide safety.
The objective of this workshop for presidency technological innovation builders, market companions, and program integrators is to share Concepts with process architects and State-of-the-art technology builders to empower potential nationwide safety methods that can make a variation.
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Operational matters tackle the organization use conditions, workflows and apps of likely community services routines for which AI might have a transformational influence.
Attendance at this workshop is by invitation only and may be restricted to U.S. citizens Keeping a safety clearance. This workshop is preceded by an optional one-day program.
Scientific discovery generally entails the observation of the inconsistency amid “usual” styles inside of details. Recognizing something different, incongruous with the info, is what we simply call anomaly detection, which differs from other tasks considering the fact that we don't know what precisely to search for—just to look for anything distinct. This workshop aims to nurture the community of researchers on the intersection of equipment learning and a variety of scientific domains.