Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data.
Ahmet AlacaogluHanbaek LyuPublished in: ICML (2023)
Keyphrases
- data sets
- database
- image data
- statistical methods
- data analysis
- data collection
- data mining methods
- data processing
- data structure
- optimization problems
- raw data
- original data
- quasi newton
- significant improvement
- high quality
- high dimensional data
- mathematical programming
- optimization methods
- training data
- noisy data
- concave convex procedure
- lagrange multipliers
- global convergence
- image restoration and reconstruction
- missing values
- spatial data
- statistical analysis
- higher order
- data sources
- multi objective
- evolutionary algorithm