Ensemble distribution distillation A Malinin, B Mlodozeniec, M Gales arXiv preprint arXiv:1905.00076, 2019 | 249 | 2019 |
Timewarp: Transferable acceleration of molecular dynamics by learning time-coarsened dynamics L Klein, A Foong, T Fjelde, B Mlodozeniec, M Brockschmidt, S Nowozin, ... Advances in Neural Information Processing Systems 36, 2024 | 29 | 2024 |
Hyperparameter Optimization through Neural Network Partitioning B Mlodozeniec, M Reisser, C Louizos International Conference on Learning Representations, 2023 | 6 | 2023 |
Implicit meta-learning may lead language models to trust more reliable sources D Krasheninnikov, E Krasheninnikov, BK Mlodozeniec, T Maharaj, ... Forty-first International Conference on Machine Learning, 2023 | 3 | 2023 |
Denoising Diffusion Probabilistic Models in Six Simple Steps RE Turner, CD Diaconu, S Markou, A Shysheya, AYK Foong, ... arXiv preprint arXiv:2402.04384, 2024 | 2 | 2024 |
Meta-(out-of-context) learning in neural networks D Krasheninnikov, E Krasheninnikov, B Mlodozeniec, D Krueger arXiv preprint arXiv:2310.15047, 2023 | 1 | 2023 |
Implicitly Bayesian Prediction Rules in Deep Learning B Mlodozeniec, D Krueger, R Turner Symposium on Advances in Approximate Bayesian Inference, 79-110, 2024 | | 2024 |
Trained machine learning model for forecasting molecular conformations LI Klein, YK Foong, TE Fjelde, BK Mlodozeniec, MMJ Brockschmidt, ... US Patent App. 18/179,621, 2024 | | 2024 |
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes JA Lin, S Padhy, B Mlodozeniec, J Antorán, JM Hernández-Lobato arXiv preprint arXiv:2405.18457, 2024 | | 2024 |
Warm Start Marginal Likelihood Optimisation for Iterative Gaussian Processes JA Lin, S Padhy, B Mlodozeniec, JM Hernández-Lobato arXiv preprint arXiv:2405.18328, 2024 | | 2024 |
What Mechanisms Does Knowledge Distillation Distill? C Wu, ES Lubana, BK Mlodozeniec, R Kirk, D Krueger Proceedings of UniReps: the First Workshop on Unifying Representations in …, 2024 | | 2024 |
A Generative Model of Symmetry Transformations JU Allingham, BK Mlodozeniec, S Padhy, J Antorán, D Krueger, ... arXiv preprint arXiv:2403.01946, 2024 | | 2024 |
(Out-of-context) Meta-learning in Language Models D Krasheninnikov, E Krasheninnikov, BK Mlodozeniec, D Krueger | | |