Machine Learning, Neuroscience
Accelerating inference for machine learning algorithm Time-series analysis Efficient sequence modeling Neuroscience
Adversarial Machine Learning Robustness
Learning in Games Optimisation
Optimization, Algorithms and Randomness.
Network Science, Graph Neural Networks, Graph Representation, Graph Prediction, Graph Generation
Research InterestsConvex/Non-Convex OptimizationMachine LearningPublications
Machine learning Explainable and interpretable AI AI for the medical field Power and memory efficient AI models
Bayesian Optimization, Machine Learning
Research Interests:Adversarial TrainingRobustness VerificationOptimizationPublications
Reinforcement Learning, Imitation Learning, Optimization
Deep learning Over-parametrized models
Distributed machine learning, Optimization, Communication Systems.
Imitation Learning Theory, Reinforcement Learning.
Machine Learning, Deep Learning Theory