Asia
Technology:
Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift Y ongduo Sui
Neural Information Processing Systems
The issue of distribution shifts is emerging as a critical concern in graph representation learning.
Technology:
Country:
- North America > United States > Texas (0.05)
- North America > United States > Wisconsin (0.05)
- Asia > Singapore (0.04)
Country:
- North America > United States > Illinois (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.95)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.70)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Search (0.68)
Country:
- Oceania > Australia > New South Wales > Sydney (0.04)
- North America > Canada > British Columbia > Vancouver (0.04)
- Asia > Japan (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.95)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.71)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.61)
Country:
- Asia > China > Beijing > Beijing (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > Canada (0.04)
- Asia > India > Maharashtra > Mumbai (0.04)
Industry:
- Media > Music (0.46)
- Leisure & Entertainment (0.46)
Technology:
Country:
- North America > United States > California > Alameda County > Berkeley (0.04)
- North America > Canada (0.04)
- Asia > Middle East > Lebanon (0.04)
- (2 more...)
Technology:
AlgorithmicStabilityandGeneralizationofan UnsupervisedFeatureSelectionAlgorithm
Neural Information Processing Systems
Algorithmic stability is a key characteristic of an algorithm regarding its sensitivity to perturbations of input samples. In this paper,we propose an innovativeunsupervised feature selection algorithm attaining this stability with provable guarantees.
Country:
- Oceania > Australia > New South Wales > Sydney (0.04)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- North America > United States > Washington > King County > Seattle (0.04)
- (20 more...)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
Country:
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- North America > United States > Massachusetts > Hampshire County > Amherst (0.04)
- North America > Puerto Rico > San Juan > San Juan (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- (2 more...)
Country:
- Asia > Middle East > Jordan (0.04)
- Asia > China > Hong Kong (0.04)
- North America > United States > New York > Nassau County > Mineola (0.04)
- (6 more...)
Technology: