Robust Randomized Smoothing via Two Cost-Effective Approaches
- Linbo Liu
- Trong Nghia Hoang
- et al.
- 2022
- ICLR 2022
Workshop paper
Publications
1614 results for Machine Learning
Expansive Linguistic Representations to Predict Interpretable Odor Mixture Discriminability
- Amit Dhurandhar
- Guillermo Cecchi
- et al.
- 2022
- bioRxiv
PaperProcess Independence Testing in Proximal Graphical Event Models
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2022
- CLeaR 2022
Conference paperTime Series Anomaly Detection Toolkit for AI Applications
- Dhaval Patel
- Dzung Phan
- et al.
- 2022
- DASFAA 2022
TutorialIntroducing principles of synaptic integration in the optimization of deep neural networks
- Giorgia Dellaferrera
- Stanisław Woźniak
- et al.
- 2022
- Nature Communications
PaperIn-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 talk