Pin-Yu Chen's Webpage
Description: OPTML Group at Michigan State University.
OP timization and T rustworthy M achine L earning (OPTML) group is an active research group at Michigan State University . Our research interests span the areas of machine learning (ML)/ deep learning (DL), optimization, computer vision, security, signal processing and data science, with a focus on developing learning algorithms and theory, as well as robust and explainable artificial intelligence (AI). These research themes provide a solid foundation for reaching the long-term research objective: Making AI
As AI moves from the lab into the real world (e.g., autonomous vehicles), ensuring its safety becomes a paramount requirement prior to its deployment. Moreover, as datasets, ML/DL models, and learning tasks become increasingly complex, getting ML/DL to scale calls for new advances in learning algorithm design. More broadly, the study towards robust and scalable AI could make a significant impact on machine learning theories, and induce more promising applications in, e.g., automated ML, meta-learning, priva
We always look for passionate students to join the team in terms of RA/TA/externship/internship/visiting students (more info) !
Pin-Yu Chen's Webpage