CS/CRCV Seminars

Events This Week

• An Efficient One-Class SVM for Novelty Detection in IoT

  April 22, 2024 at 10 a.m. until 11 a.m.
  TC2: 222 |and Virtual

  Speaker: Dr. Kun Yang From: Princeton University Abstract Novelty detection is important in the Internet of Things (“IoT”) due to the potential threats that IoT devices can present. One-Class Support Vector Machines (OCSVMs) are one of the common approaches for novelty detection due to their ability to identify a wide range of nonlinear classification boundaries. Such flexibility is appropriate for …

  CS/CRCV Seminars

• Towards Explainable and Reliable AI Models for Optimization

  April 25, 2024 at 10 a.m. until 11 a.m.
  TC2: 222 |and Virtual

  Speaker: Dr. Jialin Liu From: DAMO Academy, Alibaba Group US Abstract AI and data science have demonstrated remarkable potential in enhancing optimization algorithms. Compared with traditional methods, utilizing AI/ML techniques can potentially offer improvements in aspects like computational speed and solution quality. Despite these advancements, a deep, systematic understanding of these methods remains underdeveloped. In this talk, the speaker will demonstrate through …

  CS/CRCV Seminars