David Liben-nowell

2 papers · 2011–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AISTATS (1) NeurIPS (1)

Top co-authors

Catherine Bregou (1) Kiran Tomlinson (1) Jon M. Kleinberg (1) Thomas Zeng (1) Flavio Chierichetti (1) Ben Aoki-Sherwood (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Computer Science (1) Data Science & Analytics (1) Mathematics & Optimization (1) Applications · Computer Science (1) Applications · Data Science & Analytics (1) Bayesian & Probabilistic (1) Core Methods (1) Foundations (1) Mathematics (1)

Keywords

combinatorial optimization (1) graph theory (1) network analysis (1) top-k ranking (1) information diffusion (1) tree reconstruction (1) combinatorial estimation (1) plackett-luce model (1) parameter identifiability (1) tree structure (1) graph algorithm (1) provable guarantee (1) incomplete observation (1) size estimation (1) tree estimation (1) online petition (1) consideration set (1) consideration probability (1)

Papers

When the Universe is Too Big: Bounding Consideration Probabilities for Plackett-Luce Rankings AISTATS 2025 Reconstructing Patterns of Information Diffusion from Incomplete Observations NeurIPS 2011