Tony C. Wu

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 7

Top Topics

Inference In Graphical Models

Approximate Inference

Message Passing

Sum Product Algorithm

Top Venues

Mach. Learn. Sci. Technol.

Nat. Mach. Intell.

Publications

Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik
Learning interpretable representations of entanglement in quantum optics experiments using deep generative models. Nat. Mach. Intell. 4 (6) (2022)
Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models. CoRR (2021)
Daniel Flam-Shepherd, Tony C. Wu, Alán Aspuru-Guzik
MPGVAE: improved generation of small organic molecules using message passing neural nets. Mach. Learn. Sci. Technol. 2 (4) (2021)
Daniel Flam-Shepherd, Tony C. Wu, Pascal Friederich, Alán Aspuru-Guzik
Neural message passing on high order paths. Mach. Learn. Sci. Technol. 2 (4) (2021)
Daniel Flam-Shepherd, Tony C. Wu, Alán Aspuru-Guzik
Graph Deconvolutional Generation. CoRR (2020)
Tony C. Wu, Daniel Flam-Shepherd, Alán Aspuru-Guzik
Bayesian Variational Optimization for Combinatorial Spaces. CoRR (2020)
Daniel Flam-Shepherd, Tony C. Wu, Pascal Friederich, Alán Aspuru-Guzik
Neural Message Passing on High Order Paths. CoRR (2020)