An Effective Region Force for Some Variational Models for Learning and Clustering

Global Binary Optimization on Graphs for Classification of High-Dimensional Data

(2015) Ekaterina Merkurjev et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Multiclass Data Segmentation Using Diffuse Interface Methods on Graphs

(2014) Cristina Garcia-Cardona et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-label collective classification via Markov chain based learning method

(2014) Qingyao Wu et al.   KNOWLEDGE-BASED SYSTEMS

Minimal Dirichlet Energy Partitions for Graphs

(2014) Braxton Osting et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Multi-class Transductive Learning Based on ℓ 1 Relaxations of Cheeger Cut and Mumford-Shah-Potts Model

(2013) Xavier Bresson et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

A spatially continuous max-flow and min-cut framework for binary labeling problems

(2013) Jing Yuan et al.   NUMERISCHE MATHEMATIK

An MBO Scheme on Graphs for Classification and Image Processing

(2013) Ekaterina Merkurjev et al.   SIAM Journal on Imaging Sciences

Group Invariant Scattering

(2012) Stéphane Mallat   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

On the Convergence of Primal–Dual Hybrid Gradient Algorithms for Total Variation Image Restoration

(2012) Silvia Bonettini et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Markov-Miml: A Markov chain-based multi-instance multi-label learning algorithm

(2012) Qingyao Wu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Graph Sparsification by Effective Resistances

(2011) Daniel A. Spielman et al.   SIAM JOURNAL ON COMPUTING

Nonlocal Operators with Applications to Image Processing

(2008) Guy Gilboa et al.   MULTISCALE MODELING & SIMULATION