Keyphrases
Projection-free
75%
Strong Convexity
54%
Strongly Convex
52%
Low-rank
50%
Linear Optimization Oracle
49%
Frank-Wolfe
47%
Regret Bounds
47%
Gradient Method
46%
Oracle
44%
Online Learning
41%
Convex Optimization
37%
Online Convex Optimization
36%
Polytope
34%
Principal Coordinate Analysis (PCoA)
32%
Approximation Algorithms
31%
Frank-Wolfe Method
30%
Regret
29%
Low-rank Matrix
27%
Convex Relaxation
27%
Matrix Recovery
26%
Linear Optimization
26%
Leading Eigenvector
26%
Low-rank Matrix Approximation
26%
Strict Complementarity
26%
Bandits
25%
Full Information
25%
Optimization Problem
24%
Eigenvector Computation
24%
Fast Rates
23%
Conditional Gradient Algorithm
23%
Linear Convergence
22%
Matrix Problem
22%
Efficient Implementation
21%
Feasible Set
20%
Strongly Convex Function
20%
Convex Optimization Problem
20%
Online Gradient Descent
19%
Eigenvector
19%
Oracle Complexity
19%
Nonconvex
19%
Stochastic Optimization
19%
First-order Methods
19%
Semidefinite Relaxation
18%
Convergence Rate
18%
Machine Learning
18%
Recovery Problem
18%
Online Linear Optimization
17%
Optimal Forecast
17%
Sublinear Time
17%
Bandit Convex Optimization
17%
Mathematics
Matrix (Mathematics)
100%
Stochastics
77%
Conditionals
65%
Principal Component Analysis
62%
Polytope
46%
Convergence Rate
38%
Feasible Set
34%
Eigenvector
31%
Minimizes
29%
Linear Convergence
28%
Convex Function
28%
Linear Time
26%
Dimensional Problem
23%
Running Time
19%
Convex Case
17%
Canonical Correlation Analysis
17%
Multiplicative
17%
Extragradient Method
17%
Covariance Matrix
16%
Main Result
15%
Polyhedral Set
15%
Approximates
15%
Convex Minimization
14%
Wolfe Algorithm
14%
Scale Problem
14%
Convex Set
14%
Signal Processing
14%
Projected Gradient Method
13%
Loss Function
13%
Type Method
13%
Upper Bound
13%
Step Newton
13%
Singular Value Decomposition
12%
Gradient Vector
12%
Data Point
11%
Euclidean Ball
11%
Unit Vector
11%
Matrix Decomposition
11%
Worst Case
11%
Sufficient Condition
10%
Smooth Function
10%
Fast Algorithm
10%
Objective Function
10%
Positive Semidefinite Matrix
9%
Statistics
9%
Probability Theory
9%
Nonlinear
8%
Extreme Points
8%
Canonical Correlation
8%
Saddle Point
8%
Computer Science
Convex Optimization
77%
Linear Optimization
62%
Optimization Problem
40%
Eigenvector
29%
Efficient Implementation
28%
Machine Learning
26%
Learning System
26%
Approximation Algorithms
26%
Dimensional Problem
26%
Electronic Learning
22%
Efficient Algorithm
22%
Stochastic Optimization
17%
Approximation (Algorithm)
17%
Convex Relaxation
12%
Singular Value
12%
Gradient Descent
11%
Principal Components
11%
Covariance Matrix
11%
Global Convergence
11%
on-line algorithm
11%
Gradient Vector
10%
Component Analysis
8%
Information Structure
8%
Fast Algorithm
8%
Correlation Analysis
8%
Supervised Learning
8%
Stochastic Algorithm
8%
Learning Problem
8%
Frank-Wolfe Algorithm
8%
Gradient Method
8%
Large-Scale Problem
8%
Theoretical Lower Bound
8%
Objective Function
8%
Distance Metric
8%
Principle Component Analysis
8%
Distributed Algorithm
5%
