About this role
Conduct independent research in deep learning, large-scale model optimization, and generalization; explore scalable optimization methods for large-scale, distributed, and multi-node collaborative training, perform theoretical analysis to inform training algorithms, publish in top-tier machine learning venues, and provide guidance to students while collaborating with academic and industrial partners.
Skills for this role
Deep LearningLarge-scale Model OptimizationModel GeneralizationScalable Optimization MethodsDistributed TrainingMulti-node Collaborative TrainingTheoretical Analysis of OptimizationConvergence AnalysisStability AnalysisMachine Learning OptimizationLarge-scale TrainingAcademic PublishingTheoretical ResearchEmpirical ResearchStudent SupervisionIndustry Collaboration