ICS Calendar

Abstract: Quantum computing capabilities are evolving rapidly. With that increasing are the security risks especially to the public key ciphersuites widely used in day-today lives…

Abstract: A majority of existing research in large language models and generative AI systems focuses on scaling and engineering. In this talk, I argue that…

Abstract: Today, access to high-quality data has become the key bottleneck to deploying machine learning. Often, the data that is most valuable is locked away…

Abstract: As babies, we begin to grasp the world through spontaneous observations, gradually developing generalized knowledge about the world. This foundational knowledge enables humans to…

Abstract: We consider the problem of sorting a set of items having an unknown total order by doing binary comparisons of the items, given the…

Abstract: AI has revolutionized the way we interact online. Despite this, it hasn't quite made the leap when it comes to tasks like cooking dinner…

Abstract: The emergence of powerful, ever more universal models such as ChatGPT, and stable Diffusion, made generative modeling (GM) undoubtedly a focal point for modern…

Abstract: Large language models (LLMs) have soared in popularity in recent years, thanks to their ability to generate well-formed natural language answers for a myriad…

Abstract: Balancing performance and safety are crucial to deploying autonomous vehicles in multi-agent environments. In particular, autonomous racing is a domain that penalizes safe but…

Abstract: Massive scale has been a recent winning recipe in natural language processing and AI, with extreme-scale language models like GPT-4 receiving most attention. This…