Optimization
bb1443cc31d7396bf73e7858cea114e1-Paper.pdf
Neural Information Processing Systems
Wethus establish that policy iteration on reward-robust MDPs can have the same time complexityasonregularizedMDPs.
Country:
- North America > United States (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.47)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.46)
Country:
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- Asia > Singapore (0.04)
- Europe > Russia (0.04)
- (4 more...)
Industry:
- Information Technology (0.67)
- Government (0.67)
Technology:
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- (3 more...)
Country:
- North America > United States > Utah > Salt Lake County > Salt Lake City (0.04)
- North America > United States > Nevada > Clark County > Las Vegas (0.04)
- North America > United States > Illinois > Cook County > Chicago (0.04)
- (10 more...)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.70)
- Information Technology > Artificial Intelligence > Vision (0.70)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.68)
Distributionally Robust Bayesian Optimization with ฯ-divergences
Neural Information Processing Systems
As with all data-driven approaches, BO is prone to cases where the given data shifts from the data of interest.
Country:
- North America > United States (0.14)
- Asia > Myanmar > Tanintharyi Region > Dawei (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.94)
Distributionally Robust Bayesian Optimization with ฯ-divergences
Neural Information Processing Systems
As with all data-driven approaches, BO is prone to cases where the given data shifts from the data of interest.
Country:
- North America > United States (0.14)
- Asia > Myanmar > Tanintharyi Region > Dawei (0.04)
- Asia > Middle East > Jordan (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.95)
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > Rhode Island > Providence County > Providence (0.04)
- North America > United States > New York (0.04)
- (9 more...)
Technology:
- Information Technology > Data Science (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.46)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.46)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.34)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
Country:
- North America > United States > California (0.14)
- North America > Canada (0.04)
- Europe > Netherlands > South Holland > Leiden (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.34)
Country:
- North America > United States > Texas > Travis County > Austin (0.04)
- Asia > Middle East > Jordan (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.48)