120 citations
- Centre National de la Recherche ScientifiqueFR3 papers
- Georgia Institute of TechnologyUS2 papers
- Université d'Avignon et des Pays de VaucluseFR2 papers
- Aalto UniversityFI1 paper
- AGH University of KrakowPL1 paper
- Agriculture and FoodAU1 paper
- Atilim UniversityTR1 paper
- Australian National UniversityAU1 paper
- Bilkent UniversityTR1 paper
- Carbon180US1 paper
- Cardiff UniversityGB1 paper
- Carnegie Mellon UniversityUS1 paper
Showing 2018Show all
3 papers · 1 filter
math.OC2018★ 1 cited
Weakly-Convex Concave Min-Max Optimization: Provable Algorithms and Applications in Machine Learning
Hassan Rafique, Mingrui Liu, Qihang Lin +1
Min-max problems have broad applications in machine learning, including learning with non-decomposable loss and learning with robustness to data distribution. Convex-concave min-ma…
cs.LG2018
Combined convolutional and recurrent neural networks for hierarchical classification of images
Jaehoon Koo, Diego Klabjan, Jean Utke
Deep learning models based on CNNs are predominantly used in image classification tasks. Such approaches, assuming independence of object categories, normally use a CNN as a featur…
cs.LG2018★ 1 cited
RDPD: Rich Data Helps Poor Data via Imitation
Shenda Hong, Cao Xiao, Trong Nghia Hoang +3
In many situations, we need to build and deploy separate models in related environments with different data qualities. For example, an environment with strong observation equipment…