Ajit Singh

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

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

AISTATS (1) JMLR (1)

Top co-authors

Andreas Krause (1) Carlos Guestrin (1) Andrew Guillory (1) Jeff Bilmes (1)

Keywords

sensor placement (2) combinatorial optimization (1) feature selection (1) gaussian process (1) mutual information (1) value of information (1) optimal design (1) approximation algorithm (1) bisubmodular maximization (1) submodular optimization (1) constant-factor approximation (1)

Papers

On Bisubmodular Maximization AISTATS 2012

Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies JMLR 2008