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Joe Benton
Joe Benton
Anthropic
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Title
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Year
A Continuous Time Framework for Discrete Denoising Models
A Campbell, J Benton, V De Bortoli, T Rainforth, G Deligiannidis, ...
Advances in Neural Information Processing Systems 35, 28266-28279, 2022
392022
Nearly -Linear Convergence Bounds for Diffusion Models via Stochastic Localization
J Benton, V De Bortoli, A Doucet, G Deligiannidis
International Conference on Learning Representations, 2024
33*2024
Error Bounds for Flow Matching Methods
J Benton, G Deligiannidis, A Doucet
Transactions on Machine Learning Research, 2024
192024
From Denoising Diffusions to Denoising Markov Models
J Benton, Y Shi, V De Bortoli, G Deligiannidis, A Doucet
Journal of the Royal Statistical Society Series B: Statistical Methodology, 2024
112024
Polysemanticity and Capacity in Neural Networks
A Scherlis, K Sachan, AS Jermyn, J Benton, B Shlegeris
arXiv preprint arXiv:2210.01892, 2022
112022
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics
K Daudel, J Benton, Y Shi, A Doucet
Journal of Machine Learning Research 24 (243), 1-83, 2023
42023
Measuring Feature Sparsity in Language Models
M Deng, L Tao, J Benton
NeurIPS 2023 Workshop on Socially Responsible Language Modelling Research, 2023
2023
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