Publications

1450 results for Machine Learning

Potential and limitations of probabilistic modelling with quantum circuits
- - Ryan Sweke
  - Jens Eisert
  - et al.
- 2023
- APS March Meeting 2023
Reversing the irreversible–super-resolution of noisy turbulent flow fields
- - Malgorzata Zimon
  - Mykhaylo Zayats
  - et al.
- 2023
- APS March Meeting 2023
Stochastic gradient descent introduces an effective landscape-dependent regularization favoring flat solutions
- - Ning Yang
  - Yuhai Tu
  - et al.
- 2023
- APS March Meeting 2023
Improved Knowledge Representation Enables AI-Guided Polymer Design and Experimental Validation
- - Nathaniel Park
- 2023
- APS March Meeting 2023
Automated patent classification for crop protection via domain adaptation
- - Dimitrios Christofidellis
  - Marzena Maria Lehmann
  - et al.
- 2023
- Appl. AI Lett.
Tools for Synthesis Planning, Automation, and Analytical Data Analysis
- - Miruna Cretu
  - Marvin Alberts
  - et al.
- 2023
- Chimia
Automating and Accelerating Scientific Discovery – Continuous and Discontinuous Experimentation Setups for Polymer Research and High-Quality Dataset Generation
- - Tim Erdmann
  - Nathaniel Park
  - et al.
- 2023
- MaRDA 2023
Position Paper on Dataset Engineering to Accelerate Science
- 2023
- AAAI 2023
When Machine Learning meets Dynamical Systems: Theory and Applications
- - Lam Nguyen
  - Trang H. Tran
  - et al.
- 2023
- AAAI 2023
Reprogrammable-FL: Improving Utility-Privacy Tradeoff in Federated Learning via Model Reprogramming
- - Huzaifa Arif
  - Alex Gittens
  - et al.
- 2023
- IEEE SaTML 2023