Sotabase

Career

· PhD student in Machine Learning Group, Cambridge University Engineering Department2023–
· AI Resident, Microsoft Research2020–
· MS student in Information and Computer Engineering, Cambridge University Engineering Department2019–
· Deep Learning Researcher, Qualcomm2019–
· Undergrad student in Information and Computer Engineering, Cambridge University Engineering Department2016–

Publications (16)

Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
Neural Information Processing Systems · 2023
76
cited
Influence Functions for Scalable Data Attribution in Diffusion Models
International Conference on Learning Representations · 2024
19
cited
Denoising Diffusion Probabilistic Models in Six Simple Steps
arXiv.org · 2024
14
cited
A Generative Model of Symmetry Transformations
Neural Information Processing Systems · 2024
12
cited
Implicit meta-learning may lead language models to trust more reliable sources
International Conference on Machine Learning · 2023
7
cited
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes
Neural Information Processing Systems · 2024
5
cited
Implicitly Bayesian Prediction Rules in Deep Learning
Symposium on Advances in Approximate Bayesian Inference · 2024
4
cited
Warm Start Marginal Likelihood Optimisation for Iterative Gaussian Processes
arXiv.org · 2024
2
cited
What Mechanisms Does Knowledge Distillation Distill?
UniReps · 2023
2
cited
Distributional Training Data Attribution
arXiv.org · 2025
1
cited
Meta- (out-of-context) learning in neural networks
arXiv.org · 2023
1
cited
Probabilistic Modelling is Sufficient for Causal Inference
arXiv.org · 2025
1
cited
Better Hessians Matter: Studying the Impact of Curvature Approximations in Influence Functions
arXiv.org · 2025
In�uence Functions for Scalable Data Attribution in Di�usion Models
Position: Probabilistic Modelling is Sufficient for Causal Inference
International Conference on Machine Learning · 2025
Rotary Position Encodings for Graphs
2025
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Bruno Mlodozeniec | Researcher Profile | Sotabase | Sotabase