New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2022
- ICML 2022
Publications
1505 results for Machine Learning
Increasing the Spatio-Temporal Resolution of OCO2 GHG Satellite Data
- Ranjini Guruprasad
- Manikandan Padmanaban
- et al.
- 2022
- IGARSS 2022
A Comparison of Ensemble and Deep Learning Algorithms to Model Groundwater Levels in a Data-Scarce Aquifer of Southern Africa
- Zaheed Gaffoor
- Kevin Pietersen
- et al.
- 2022
- Hydrology
Fast Convergence for Unstable Reinforcement Learning Problems by Logarithmic Mapping
- Wang Zhang
- Lam Nguyen
- et al.
- 2022
- ICML 2022
Towards Robust Neural Retrieval Models with Synthetic Pre-Training
- Revanth Reddy
- Arafat Sultan
- et al.
- 2022
- SIGIR 2022
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction
- Yong Xie
- Dakuo Wang
- et al.
- 2022
- NAACL 2022
Monitoring of IoT Systems at the Edge with Transformer-based Graph Convolutional Neural Networks
- Amadou Ba
- Fabio Lorenzi
- et al.
- 2022
- EDGE 2022
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization
- Achintya Kundu
- Pengqian Yu
- et al.
- 2022
- EDGE 2022
Learning a single-cell map of Acute Myeloid Leukaemia with auto-encoders
- Alice Driessen
- Susane Unger
- et al.
- 2022
- ISMB 2022
Modelling CAR T cell signalling using prior knowledge networks
- Alice Driessen
- Rocío Castellanos Rueda
- et al.
- 2022
- ISMB 2022