Quoc Phong Nguyen
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Advanced Bandit Algorithms Research, Advanced Multi-Objective Optimization Algorithms, Machine Learning and Algorithms, Reinforcement Learning in Robotics
Most-Cited Works
- → Multilevel Adaptive Aggregation for Markov Chains, with Application to Web Ranking(2008)56 cited
- → Variational Bayesian Unlearning(2020)37 cited
- Inverse reinforcement learning with locally consistent reward functions(2015)
- → Markov Chain Monte Carlo-Based Machine Unlearning(2022)27 cited
- → FEM-based discretization-invariant MCMC methods for PDE-constrained Bayesian inverse problems(2016)25 cited
- → GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection(2019)12 cited
- → Efficient Exploration of Reward Functions in Inverse Reinforcement\n Learning via Bayesian Optimization(2020)7 cited
- → An Information-Theoretic Framework for Unifying Active Learning Problems(2021)6 cited