Pedro Abranches (co-advised)
Machine Learning, Neuroscience
Arshia Afzal
Accelerating inference for machine learning algorithm Time-series analysis Efficient sequence modeling Neuroscience
Leyla Naz Candogan
Adversarial Machine Learning Robustness
Ioannis Mavrothalassitis
Convex/Non-Convex Optimization, Machine Learning
Pol Puigdemont Plana
Applied Machine Learning in Discrete or Constrained domains Combinatorial Optimization Graphs and Scheduling
Elias Abad Rocamora
Research Interests:Adversarial TrainingRobustness VerificationOptimization
Luca Viano
Reinforcement Learning, Imitation Learning, Optimization
Yongtao Wu
Deep learning Over-parametrized models
Zhengqing (Frank) Wu
Optimization, Explainability, Artificial intelligence
Wanyun Xie
Distributed machine learning, Optimization, Communication Systems.
Zhenyu Zhu
Machine Learning, Deep Learning Theory