Changyou Chen
University at Buffalo, State University of New York(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Markov Chains and Monte Carlo Methods, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks(2015)175 cited
- Bayesian Sampling Using Stochastic Gradient Thermostats(2014)
- Certified Adversarial Robustness with Additive Noise(2019)
- → On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators(2016)124 cited
- → Holistic Brain Tumor Screening and Classification Based on DenseNet and Recurrent Neural Network(2019)99 cited
- → Low-Resolution Gait Recognition(2010)87 cited
- Learning Structured Weight Uncertainty in Bayesian Neural Networks(2017)
- → Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning(2019)75 cited