Introducing principles of synaptic integration in the optimization of deep neural networks
- Giorgia Dellaferrera
- Stanisław Woźniak
- et al.
- 2022
- Nature Communications
Paper
Publications
1650 results for Machine Learning
In-Pocket 3D Graphs Enhance Ligand-Target Compatibility in Generative Small-Molecule Creation
- Seung Gu Kang
- Jeff Weber
- et al.
- 2022
- arXiv
PaperDistributed Training of Knowledge Graph Embedding Models using Ray
- Nasrullah Sheikh
- Xiao Qin
- et al.
- 2022
- EDBT 2022
Conference paperA Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality
- Xuhui Zhang
- Jose Blanchet
- et al.
- 2022
- AISTATS 2022
PosterOut-of-Distribution detection in dermatology using input perturbation and subset scanning
- Hannah Kim
- Girmaw Abebe Tadesse
- et al.
- 2022
- ISBI 2022
PosterLearning from literature-extracted synthesis actions for organic synthesis
- Alain Vaucher
- Philippe Schwaller
- et al.
- 2022
- AMLD EPFL 2022
Invited talkProgression of type 1 diabetes from latency to symptomatic disease is predicted by distinct autoimmune trajectories
- Bum Chul Kwon
- Vibha Anand
- et al.
- 2022
- Nature Communications
PaperEarly prediction of metastasis in women with locally advanced breast cancer
- Simona Rabinovici-Cohen
- Tal Tlusty
- et al.
- 2022
- SPIE Medical Imaging 2022
Conference paperAccurate multi-endpoint molecular toxicity predictions in humans with contrastive explanations
- Bhanushee Sharma
- Vijil Chenthamarakshan
- et al.
- 2022
- ACS Spring 2022
Conference paperDevelopment and use of a software platform applied towards the automated synthesis of carbonate monomers and machine learning applications
- Pedro Arrechea
- James Hedrick
- et al.
- 2022
- ACS Spring 2022
Poster