Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
- Jingzhao Zhang
- Hongzhou Lin
- et al.
- 2022
- ICML 2022
Publications
1501 results for Machine Learning
Towards Understanding Convergence of Simultaneous Gradient Descent-Ascent in Minimax Optimization
- Haochuan Li
- Farzan Farnia
- et al.
- 2022
- ICML 2022
Protein Representation Learning by Geometric Structure Pretraining
- Zuobai Zhang
- Minghao Xu
- et al.
- 2022
- ICML 2022
Challenges and Pitfalls of Bayesian Unlearning
- Ambrish Rawat
- James Requeima
- et al.
- 2022
- ICML 2022
PGT: a prompt based generative transformer for the patent domain
- Dimitrios Christofidellis
- Antonio Berrios Torres
- et al.
- 2022
- ICML 2022
Federated Unlearning: How to Efficiently Erase a Client in FL?
- 2022
- ICML 2022
New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2022
- ICML 2022
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