Keyphrases
Regret
63%
Bandit Problems
53%
Bandits
48%
Dynamic Pricing
47%
Asymptotically Optimal
34%
Decision Maker
32%
Ordinal Optimization
31%
Stochastic Approximation
31%
Nonparametric
31%
Multi-armed Bandit Problem
30%
Asymptotic Analysis
29%
Demand Model
28%
Arrival Rate
28%
Seller
28%
Call Center
28%
Learning Demand
27%
Minimax
27%
Exploration-exploitation
27%
Pricing Policy
26%
Near-optimal
26%
Rate-optimal
26%
Dynamic Learning
25%
Change Point Estimation
23%
Sampling Strategy
23%
Heavy Tails
23%
Indirect Observation
23%
Changing Environment
23%
Oracle
22%
Service System
22%
Finite-time Performance
20%
Importance Sampling
20%
Stochastic multi-armed Bandits
19%
Reward Distribution
19%
Autoregressive Model
18%
Numerical Examples
18%
Selling
18%
Demand Function
17%
Minimax Regret
17%
Learning Problems
17%
Revenue Management
17%
Optimal Pricing
16%
Large Matching Markets
15%
Non-asymptotic Bound
15%
Capacity Sizing
15%
Retailers
15%
Assortment Selection
15%
Sequential Stochastic Optimization
15%
Mixture-of-experts
15%
Kiefer-Wolfowitz Algorithm
15%
Extremal Dependence
15%
Mathematics
Stochastics
100%
Minimax
70%
Probability Theory
45%
Asymptotics
41%
arrival rate λ
39%
Decision Maker
39%
Finite Time
37%
Asymptotic Analysis
32%
Minimizes
28%
Upper Bound
27%
Autoregressive Model
27%
Point Estimation
23%
Heavy Tail
23%
Covariate
23%
Upper Confidence Bound
23%
Numerical Example
23%
Extremal
22%
Random Variable
22%
Importance Sampling
20%
Optimality
19%
Time Performance
18%
Worst Case
18%
Gaussian Distribution
18%
Pointwise
17%
Mixture Of Experts
15%
Stochastic Approximation Algorithm
15%
Sharpe Ratio
15%
Time Series Prediction
15%
Parametric Model
15%
Mean-Variance
15%
Conditional Value At Risk
15%
Statistical Property
15%
Error Bound
15%
Dependent Problem
15%
Quantile
15%
Discrete Time
14%
Variance
13%
Performance Measure
12%
Planning Horizon
12%
Multinomial Logits
11%
Finite Order
11%
Numerical Experiment
11%
Least Square
11%
Square Root
11%
Finite Sequence
11%
Time Process
11%
Linear Programming
11%
Convergence Property
10%
Revenue Management
10%
Variance Reduction
10%
