Tibério S. Caetano

11 papers · 2008–2012 · 2 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (22) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🌟 Keyword Trendsetter Combo (6) 🌱 Topic Pioneer 💎 Century Club (11) 📈 Trend Setter 🔥 Unstoppable (5) 🗃️ Keyword Collector (63)

Conferences

NIPS (9) JMLR (2)

Top co-authors

James Petterson (6) Alex J. Smola (4) Novi Quadrianto (3) Julian J. Mcauley (3) Jin Yu (1) Quoc V. Le (1) John Lim (1) Xianghang Liu (1) S.v.n. Vishwanathan (1) Shravan M. Narayanamurthy (1)

Keywords

graphical model (4) submodular optimization (2) multi-label classification (2) convex optimization (2) binary classification (1) semidefinite programming (1) multi-task learning (1) structured prediction (1) approximate inference (1) clustering (1) natural language processing (1) latent dirichlet allocation (1) label propagation (1) structure learning (1) feature selection (1) multi-label learning (1) belief propagation (1) graph matching (1) text mining (1) classification (1)

Papers

Learning as MAP Inference in Discrete Graphical Models NIPS 2012

A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation NIPS 2012

Submodular Multi-Label Learning NIPS 2011

Faster Algorithms for Max-Product Message-Passing JMLR 2011

Word Features for Latent Dirichlet Allocation NIPS 2010

Multitask Learning without Label Correspondences NIPS 2010

Reverse Multi-Label Learning NIPS 2010

Exponential Family Graph Matching and Ranking NIPS 2009

Estimating Labels from Label Proportions JMLR 2009

Convex Relaxation of Mixture Regression with Efficient Algorithms NIPS 2009

Robust Near-Isometric Matching via Structured Learning of Graphical Models NIPS 2008