Adrià Garriga-Alonso
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI), Topic Modeling
Most-Cited Works
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
- → Deep Convolutional Networks as shallow Gaussian Processes(2018)106 cited
- → Towards Automated Circuit Discovery for Mechanistic Interpretability(2023)31 cited
- → Bayesian Neural Network Priors Revisited(2021)24 cited
- → BNNpriors: A library for Bayesian neural network inference with different prior distributions(2021)17 cited
- → Understanding Variational Inference in Function-Space(2020)9 cited
- → Data augmentation in Bayesian neural networks and the cold posterior\n effect(2021)6 cited
- → Open Problems in Mechanistic Interpretability(2025)5 cited