Publications

1479 results for Machine Learning

Active learning of deep surrogates for PDEs: application to metasurface design
- - Raphaël Pestourie
  - Youssef Mroueh
  - et al.
- 2020
- npj Computational Materials
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation
- - Alberto Costa Nogueira Junior
  - Joao Lucas de Sousa Almeida
  - et al.
- 2020
- ISC 2020
Proactive Container Auto-scaling for Cloud Native Machine Learning Services
- - David Buchaca
  - Josep Berral
  - et al.
- 2020
- CLOUD 2020
Multimodal Prediction of Breast Cancer Relapse Prior to Neoadjuvant Chemotherapy Treatment
- - Simona Rabinovici-Cohen
  - Ami Abutbul
  - et al.
- 2020
- MICCAI 2020
Improving the Performance and Explainability of Mammogram Classifiers with Local Annotations
- - Lior Ness
  - Ella Barkan
  - et al.
- 2020
- MICCAI 2020
Simplifying Neural Networks via Look Up Tables and Product of Sums Matrix Factorizations
- - Chai Wah Wu
- 2020
- ISCAS 2020
Soil Nutrients Prediction Using Remote Sensing Data in Western India: An Evaluation of Machine Learning Models
- - Gunkirat Kaur
  - Kamal Das
  - et al.
- 2020
- IGARSS 2020
Crop Evapotranspiration Estimates for Sugarcane Based on Remote Sensing and Land Surface Model in Thailand
- - Kamal Das
  - Noppadon Khiripet
  - et al.
- 2020
- IGARSS 2020
High Resolution Spatial Mapping of Soil Nutrients Using K - Nearest Neighbor Based CNN Approach
- - Kamal Das
  - Subhojit Mandal
  - et al.
- 2020
- IGARSS 2020
Transfer learning enables the molecular transformer to predict regio- and stereoselective reactions on carbohydrates
- - Giorgio Pesciullesi
  - Philippe Schwaller
  - et al.
- 2020
- Nature Communications