Regular biography
Sitan Chen is an Assistant Professor of Computer Science at Harvard University, affiliated with the John A. Paulson School of Engineering and Applied Sciences. Their primary teaching area is Computer Science, and they are associated with the department of CS. Chen's research interests include Applied Mathematics, Data Science, Machine Learning, Theory of Computation, Artificial Intelligence, and Computational and Data Science. Their contact information is sitan@seas.harvard.edu, and their personal website is sitanchen.com.
Scholar-generated biography
Sitan Chen is an Assistant Professor of Computer Science at Harvard University, specializing in theoretical computer science, generative modeling, quantum information, and the mathematics of data science. Their research explores the intersection of machine learning and quantum computing, focusing on the theoretical foundations of generative models and quantum algorithms. Chen's work includes analyzing the efficiency of diffusion models, quantum advantage in learning, and the complexity of NISQ (Noisy Intermediate-Scale Quantum) systems. They also investigate the mathematical properties of data science, such as learning mixtures of gaussians and polynomial learning under various constraints.