Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC
Du, Y Durkan, C Strudel, R Tenenbaum, J Dieleman, S Fergus, R Sohl-Dickstein, J Doucet, A Grathwohl, W Proceedings of Machine Learning Research volume 202 8489-8510 (01 Jan 2023)
SE(3) diffusion model with application to protein backbone generation
Yim, J Trippe, B De Bortoli, V Mathieu, E Doucet, A Barzilay, R Jaakkola, T Proceedings of Machine Learning Research volume 202 40001-40039 (01 Jan 2023)
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
Skalse, J Farrugia-Roberts, M Russell, S Abate, A Gleave, A Proceedings of Machine Learning Research volume 202 32033-32058 (01 Jan 2023)
Formal Controller Synthesis for Markov Jump Linear Systems with Uncertain Dynamics
Rickard, L Badings, T Romao, L Abate, A Lecture Notes in Computer Science volume 14287 10-29 (15 Sep 2023)
On the Trade-Off Between Efficiency and Precision of Neural Abstraction
Edwards, A Giacobbe, M Abate, A Lecture Notes in Computer Science volume 14287 152-171 (15 Sep 2023)
Simulation of arbitrage-free implied volatility surfaces
Cont, R Vuletic, M Applied Mathematical Finance volume 30 issue 2 94-121 (22 Nov 2023)
Clique covers of H-free graphs
Nguyen, T Scott, A Seymour, P Thomassé, S European Journal of Combinatorics volume 118 (28 Dec 2023)
Non-reductive geometric invariant theory and hyperbolicity
Berczi, G Kirwan, F INVENTIONES MATHEMATICAE (01 Jan 2023)
PWSHAP: a path-wise explanation model for targeted variables
Ter-Minassian, L Clivio, O Diaz-Ordaz, K Evans, R Holmes, C Proceedings of the 40th International Conference on Machine Learning 34054-34089 (03 Jul 2023)
Natural Gas Storage Modelling
Cartea, Á Cheeseman, J Jaimungal, S Handbook of Multi‐Commodity Markets and Products 877-899 (05 Dec 2014)
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