← Authors

Ali Jalali

5 papers · 2010–2014 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (12) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) πŸ“ˆ Trend Setter

Conferences

AISTATS (2) NIPS (2) JMLR (1)

Top co-authors

Sujay Sanghavi (3) Pradeep Ravikumar (2) Pradeep K Ravikumar (2) Pradeep K. Ravikumar (2) Christopher Johnson (1) Christopher C. Johnson (1) Vishvas Vasuki (1) Yudong Chen (1) Huan Xu (1) Chao Ruan (1)

Keywords

structure learning (3) graphical model (3) high-dimensional statistics (3) convex optimization (1) logistic regression (1) sparse learning (1) graph clustering (1) parameter estimation (1) block regularization (1) high-dimensional regression (1) linear regression (1) sparse inverse covariance (1) sparse optimization (1) feature sharing (1) low-rank matrix (1) parameter regularization (1) group sparse regularization (1) greedy structure learning (1) neighborhood estimation (1) sparsistency (1)

Papers

Clustering Partially Observed Graphs via Convex Optimization JMLR 2014
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods AISTATS 2012
On Learning Discrete Graphical Models using Greedy Methods NIPS 2011
On Learning Discrete Graphical Models using Group-Sparse Regularization AISTATS 2011
A Dirty Model for Multi-task Learning NIPS 2010