Industry
Certified Machine Unlearning via Noisy Stochastic Gradient Descent
Neural Information Processing Systems
"The right to be forgotten" ensured by laws for user data privacy becomes increasingly important.
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Technology:
Country:
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.05)
- Asia > Middle East > Jordan (0.04)
- North America > United States > Georgia > Fulton County > Atlanta (0.04)
- Asia > Middle East > Israel (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.61)
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.14)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- North America > United States > Massachusetts > Middlesex County > Reading (0.04)
Genre:
- Workflow (0.46)
- Research Report (0.46)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Evolutionary Systems (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.67)
Country:
- North America > United States > Wisconsin > Dane County > Madison (0.14)
- North America > United States > California > Alameda County > Berkeley (0.14)
- Asia > Singapore (0.04)
- (4 more...)
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective
Neural Information Processing Systems
Pre-trained large language models (LLMs) based on Transformer have demonstrated striking in-context learning (ICL) abilities.
Country:
Industry:
- Education (0.67)
- Leisure & Entertainment (0.67)
- Media (0.46)
- Information Technology (0.46)
Technology:
Country:
- North America > United States > Georgia > Fulton County > Atlanta (0.14)
- North America > United States > California > Los Angeles County > Long Beach (0.14)
- North America > United States > Maryland > Prince George's County > College Park (0.04)
- (10 more...)
Industry:
- Health & Medicine (0.68)
- Government > Regional Government > North America Government > United States Government (0.46)
- Government > Military (0.46)
Technology:
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.51)
Appendix
Neural Information Processing Systems
We summarize our notations in the following table for easy reference.
Technology:
Country:
- North America > United States > Maryland > Prince George's County > College Park (0.14)
- North America > United States > New Mexico > Los Alamos County > Los Alamos (0.04)
- North America > United States > Illinois > Cook County > Evanston (0.04)
- (4 more...)
Technology:
Technology: