Bruno Mlodozeniec

1. Ensemble Distribution Distillation
   2019/04/30 by Andrey Malinin, Bruno Mlodozeniec, Malinin, Andrey +3 · 13 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
   2023/02/02 by Leon Klein, Andrew Y. K. Foong, Klein, Leon +13 · 12 citations
   Biochemistry, Genetics and Molecular Biology · Chemistry · Materials Science · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Mass Spectrometry Techniques and Applications #Protein Structure and Dynamics #Statistical Mechanics (cond-mat.stat-mech)
3. Influence Functions for Scalable Data Attribution in Diffusion Models
   2024/10/17 by Bruno Mlodozeniec, Runa Eschenhagen, Mlodozeniec, Bruno +9 · 8 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Opinion Dynamics and Social Influence
4. Implicit meta-learning may lead language models to trust more reliable sources
   2023/10/23 by Dmitrii Krasheninnikov, Krasheninnikov, Dmitrii, Egor Krasheninnikov +7 · 2 voices · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Topic Modeling #cs.AI #cs.LG
5. Denoising Diffusion Probabilistic Models in Six Simple Steps
   2024/02/06 by Richard E. Turner, Turner, Richard E., Cristiana-Diana Diaconu +9 · 1 voice · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
6. Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes
   2024/05/28 by Jihao Andreas Lin, Lin, Jihao Andreas, Shreyas Padhy +7 · 2 citations
   Computer Science · #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification