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Edwin V. Bonilla — most-cited papers & profile · Large Language Models
← authors
·
overview
Edwin V. Bonilla
7
papers ·
97
citations ·
24
h-index
Commonwealth Scientific and Industrial Research Organisation · Data61
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Random Feature Expansions for Deep Gaussian Processes
2016 · 83 citations
Optimizing Sequential Experimental Design with Deep Reinforcement Learning
2022 · 9 citations
Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference
2018 · 5 citations
Variational Learning of Fractional Posteriors
2026
Addressing Over-Smoothing in Graph Neural Networks via Deep Supervision
2022
Statistically Efficient Bayesian Sequential Experiment Design via Reinforcement Learning with Cross-Entropy Estimators
2023
Variational Search Distributions
2024
Topics
stat.ML
Model-Based RL
Exploration
stat.AP
stat.TH
cs.LG
Training & Sampling
GANs
Policy Gradient
GNN Architectures