3k citations
- Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali di FrascatiIT882 papers
- Peking UniversityCN825 papers
- Institute of High Energy PhysicsCN730 papers
- Massachusetts Institute of TechnologyUS701 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di PerugiaIT698 papers
- National Centre for Nuclear ResearchPL690 papers
- Tsinghua UniversityCN689 papers
- Fermi National Accelerator LaboratoryUS673 papers
- The Ohio State UniversityUS657 papers
- Beihang UniversityCN651 papers
- Joint Institute for Nuclear ResearchRU644 papers
- University of TurinIT643 papers
Showing 2009 · stat.MLShow all
2 papers · 2 filters
stat.ML2009★ 4 cited
The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs
Han Liu, John Lafferty, Larry Wasserman
Recent methods for estimating sparse undirected graphs for real-valued data in high dimensional problems rely heavily on the assumption of normality. We show how to use a semiparam…
stat.ML2009★ 9 cited
Differential Privacy with Compression
Shuheng Zhou, Katrina Ligett, Larry Wasserman
This work studies formal utility and privacy guarantees for a simple multiplicative database transformation, where the data are compressed by a random linear or affine transformati…