Title: From Learning Theory to Cryptography: Provable Guarantees for AI Abstract: Ensuring that AI systems behave as intended is a central challenge in contemporary AI. This talk offers an exposition […]
Title: High Dimensional Expanders: Structure and Applications Abstract: Expanders are graphs that are both edge-sparse and well connected. They have been an instrumental tool in many results in mathematics and computer […]
Title: A Global View of Locality Through the Lens of Distributed Computing, Parallel Computing, and Learning Theory Abstract: Locality, i.e. computing under partial knowledge, is a fundamental challenge that can […]
Abstract: The field of artificial intelligence (AI) is undergoing a paradigm shift, moving from neural networks trained for narrowly defined tasks (e.g., image classification and machine translation) to general-purpose models […]
Abstract: Recent advances in natural language processing (NLP) have given rise to transformative models, including large language models (LLMs) and text retrievers. Still, critical concerns remain regarding the security of […]
פתיחת סמסטר ב' באוניברסיטת חיפה לשנת הלימודים תשפ"ו צפויה להתקיים ביום ראשון, 22 במרץ 2026. עבור סטודנטים חדשים המעוניינים להצטרף למסלולי הלימוד בסמסטר אביב זה, ההרשמה נפתחה כבר ב-30 בנובמבר 2025. […]
