Education
HRN: A Holistic Approach to One Class Learning
Neural Information Processing Systems
One-class learning or classification has many applications.
Country:
- North America > United States > Illinois > Cook County > Chicago (0.04)
- North America > Canada > Ontario > Toronto (0.04)
- Asia > China (0.04)
Industry:
- Education (0.93)
- Information Technology (0.68)
Non-convex online learning via algorithmic equivalence
Neural Information Processing Systems
We study an algorithmic equivalence technique between non-convex gradient descent and convex mirror descent.
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Gradient Descent (0.53)
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Asia > China > Hong Kong (0.04)
- Oceania > Australia > Victoria > Melbourne (0.04)
- (12 more...)
Industry: Education (0.46)
Technology:
Country:
- Asia > Singapore (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Industry: Education (0.70)
Technology:
Country:
- North America > Canada > Ontario > Toronto (0.14)
- North America > United States > Illinois > Cook County > Chicago (0.04)
- Asia > China (0.04)
Genre:
- Workflow (0.68)
- Research Report > New Finding (0.46)
Industry: Education (0.93)
Technology:
Country:
- Europe > Italy (0.14)
- Europe > Austria > Upper Austria (0.14)
- North America > United States > California (0.14)
- North America > Canada (0.14)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.67)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration Simone Parisi 1 Victoria Dean
Neural Information Processing Systems
Exploration is a lifelong process. In this paper, we propose a paradigm change in the formulation and evaluation of task-agnostic exploration.
Country:
- North America > United States > Texas > Travis County > Austin (0.14)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- Asia > Middle East > Jordan (0.04)
- Asia > Afghanistan > Parwan Province > Charikar (0.04)
Industry: Education (0.46)
Technology:
Industry: Education (0.47)
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Europe > Italy > Tuscany > Florence (0.04)
Industry: Education (0.70)
Technology:
- Information Technology > Artificial Intelligence > Robots (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.93)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.68)
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East > Jordan (0.04)
Industry: Education (0.46)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.68)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.47)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.46)