A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality
- Xuhui Zhang
- Jose Blanchet
- et al.
- 2022
- AISTATS 2022
Poster
Publications
1667 results for Machine Learning
Out-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
PaperAccurate multi-endpoint molecular toxicity predictions in humans with contrastive explanations
- Bhanushee Sharma
- Vijil Chenthamarakshan
- et al.
- 2022
- ACS Spring 2022
Conference paperEarly prediction of metastasis in women with locally advanced breast cancer
- Simona Rabinovici-Cohen
- Tal Tlusty
- et al.
- 2022
- SPIE Medical Imaging 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
PosterHuman-in-the-loop for a Disconnection Aware Retrosynthesis
- Andrea Antonia Byekwaso
- Alain Vaucher
- et al.
- 2022
- ACS Spring 2022
Conference paperIdentification of enzymatic active sites with unsupervised language modelling
- Loic Kwate Dassi
- Matteo Manica
- et al.
- 2022
- ACS Spring 2022
Conference paperActive site sequence representation of human kinases outperforms full sequence for affinity prediction and inhibitor generation: 3D effects in a 1D model
- Jannis Born
- Tien Huynh
- et al.
- 2022
- ACS Spring 2022
Poster