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Dive into the research topics where Ryan P. Adams is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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RI: Small: Accelerating Machine Learning via Randomized Automatic Differentiation
NSF - National Science Foundation
10/1/20 → 9/30/23
Project: Research project
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RI: Small: Parallel Markov Chain Monte Carlo Methods for Scalable Bayesian Inference
NSF - National Science Foundation
9/1/17 → 8/31/20
Project: Research project
Research output
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Bayesian reaction optimization as a tool for chemical synthesis
Shields, B. J., Stevens, J., Li, J., Parasram, M., Damani, F., Alvarado, J. I. M., Janey, J. M., Adams, R. P. & Doyle, A. G., Feb 4 2021, In: Nature. 590, 7844, p. 89-96 8 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation
Xue, T., Beatson, A., Chiaramonte, M., Roeder, G., Ash, J. T., Menguc, Y., Adriaenssens, S., Adams, R. P. & Mao, S., Aug 28 2020, In: Soft matter. 16, 32, p. 7524-7534 11 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Amortized finite element analysis for fast PDE-constrained optimization
Xue, T., Beatson, A., Adriaenssens, S. M. & Adams, R. P., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 10569-10578 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-14).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Approximate inference for constructing astronomical catalogs from images
The Voleon Group, Sep 2019, In: Annals of Applied Statistics. 13, 3, p. 1884-1926 43 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Discrete object generation with reversible inductive construction
Seff, A., Zhou, W., Damani, F., Doyle, A. & Adams, R. P., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations