Lee Gunderson

3 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

NIPS (2) UAI (1)

Top co-authors

Gecia Bravo-Hermsdorff (3) Gecia Bravo Hermsdorff (1) Afsaneh Mastouri (1) Peter Orbanz (1) Ricardo Silva (1) David Watson (1) Jordan Penn (1)

Keywords

graph laplacian (1) graph inference (1) graph sparsification (1) stochastic block model (1) network model (1) spectral method (1) graph coarsening (1) spectral property (1) subgraph density (1) planar graph (1) laplacian pseudoinverse (1) edge contraction (1) planar dual (1)

Papers

Bounding causal effects with leaky instruments UAI 2024

The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models NIPS 2023

A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening NIPS 2019