| Repulsive Deep Ensembles are Bayesian F D'Angelo, V Fortuin NeurIPS 2021, 2021 | 171 | 2021 |
| Posterior meta-replay for continual learning C Henning, M Cervera, F D'Angelo, J Von Oswald, R Traber, B Ehret, ... NeurIPS 2021, 2021 | 94 | 2021 |
| Why do we need weight decay in modern deep learning? F D'Angelo, M Andriushchenko, A Varre, N Flammarion NeurIPS 2024, 2024 | 70* | 2024 |
| Learning the Ising model with generative neural networks F D'Angelo, L Böttcher Physical Review Research 2 (2), 023266, 2020 | 60 | 2020 |
| Annealed Stein Variational Gradient Descent F D’Angelo, V Fortuin 3rd Symposium on Advances in Approximate Bayesian Inference, 2020, 2020 | 45 | 2020 |
| On Stein Variational Neural Network Ensembles F D'Angelo, V Fortuin, F Wenzel Workshop on Uncertainty & Robustness in Deep Learning (ICML), 2021 | 40 | 2021 |
| On out-of-distribution detection with Bayesian neural networks F D'Angelo, C Henning arXiv. org, 2021 | 20* | 2021 |
| Are Bayesian neural networks intrinsically good at out-of-distribution detection? C Henning, F D'Angelo, BF Grewe ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning., 2021 | 19 | 2021 |
| Uncertainty estimation under model misspecification in neural network regression MR Cervera, R Dätwyler, F D'Angelo, H Keurti, BF Grewe, C Henning NeurIPS 2021 Workshop Your Model Is Wrong: Robustness and Misspecification …, 2021 | 7 | 2021 |
| Selective induction Heads: How Transformers Select Causal Structures in Context F D'Angelo, F Croce, N Flammarion ICLR 2025, 2025 | 5 | 2025 |
| The emergence of sparse attention: impact of data distribution and benefits of repetition N Zucchet, F D'Angelo, AK Lampinen, SCY Chan NeurIPS 2025, 2025 | 3 | 2025 |
| Why Do We Need Weight Decay for Overparameterized Deep Networks? F D'Angelo, A Varre, M Andriushchenko, N Flammarion NeurIPS 2023 Workshop on Mathematics of Modern Machine Learning, 2023 | 1 | 2023 |
| Exact Learning of Arithmetic with Differentiable Agents H Papazov, F D'Angelo, N Flammarion The 5th Workshop on Mathematical Reasoning and AI at NeurIPS 2025, 2025 | | 2025 |
Christian HenningEthonAI AGVerified email at ethon.ai
