Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
- Jingzhao Zhang
- Hongzhou Lin
- et al.
- 2022
- ICML 2022
Poster
Publications
26915 results for Science
Towards Understanding Convergence of Simultaneous Gradient Descent-Ascent in Minimax Optimization
- Haochuan Li
- Farzan Farnia
- et al.
- 2022
- ICML 2022
PosterProtein Representation Learning by Geometric Structure Pretraining
- Zuobai Zhang
- Minghao Xu
- et al.
- 2022
- ICML 2022
Workshop paperIncreasing the Spatio-Temporal Resolution of OCO2 GHG Satellite Data
- Ranjini Guruprasad
- Manikandan Padmanaban
- et al.
- 2022
- IGARSS 2022
Conference paperA 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
PaperSelectivity in single-molecule reactions by tip-induced redox chemistry
- Florian Albrecht
- Shadi Fatayer
- et al.
- 2022
- Science
PaperQuantum neural networks force fields generation
- Oriel Kiss
- Francesco Tacchino
- et al.
- 2022
- Machine Learning: Science and Tech.
PaperMolecular electronic refrigeration against parallel phonon heat leakage channels
- Fatemeh Tabatabaei
- Samy Merabia
- et al.
- 2022
- Nanoscale
PaperHighly efficient and selective H2/CH4 separation by graphene membranes with embedded crown ethers
- Zonglin Gu
- Zipeng Shi
- et al.
- 2022
- International Journal of Hydrogen Energy
PaperJITServer: Disaggregated Caching JIT Compiler for the JVM in the Cloud
- Alexey Khrabrov
- Marius Pirvu
- et al.
- 2022
- USENIX ATC 2022
Conference paper