Alon
PulseAugur coverage of Alon — every cluster mentioning Alon across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New research clarifies optimal scales for machine learning learnability
A new research paper titled "Scale-Sensitive Shattering: Learnability and Evaluability at Optimal Scale" delves into the optimal scales for real-valued function classes to exhibit uniform convergence and learnability. T…
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Corma CEO: AI aids cyber defense but human oversight is key
Corma CEO Alon discussed the challenges of defending against cyberattacks, comparing the process to walking a dog. He highlighted that while AI can assist in these efforts, it is not a complete solution and human oversi…
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New VC dimension bounds for partial concept classes in L_p spaces
Researchers have extended the concept of VC dimension to partial functions, specifically focusing on geometric partial concept classes (PCCs) in real Banach spaces. They established dimension-free upper bounds for the V…
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New theory defines optimal scale for ML model learnability
Researchers have introduced a new theoretical framework called Scale-Sensitive Shattering to understand the optimal scale for machine learning model learnability and uniform convergence. The findings establish equivalen…