Jiri Hron

Publications by Year

Research Areas

Gaussian Processes and Bayesian Inference, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research

Most-Cited Works

• → Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes(2018)169 cited
• Concrete Dropout(2017)
• → Gaussian Process Behaviour in Wide Deep Neural Networks(2018)90 cited
• Neural Tangents: Fast and Easy Infinite Neural Networks in Python(2020)
• → Variational Gaussian Dropout is not Bayesian(2017)29 cited
• → Infinite attention: NNGP and NTK for deep attention networks(2020)29 cited
• → Variational Bayesian dropout: pitfalls and fixes(2018)23 cited