Quanquan Gu
Zhejiang Shuren University(CN)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Personalized entity recommendation(2014)739 cited
- → Generalized Fisher Score for Feature Selection(2012)460 cited
- → Connected sensor cover: self-organization of sensor networks for efficient query execution(2006)420 cited
- → Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States(2022)304 cited
- Improving Adversarial Robustness Requires Revisiting Misclassified Examples(2020)
- → Co-clustering on manifolds(2009)241 cited
- → Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs(2010)241 cited
- → Gradient descent optimizes over-parameterized deep ReLU networks(2019)226 cited
- → Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks(2018)216 cited