← Authors

Andrew McGregor

9 papers · 2015–2022 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) πŸƒ Academic Marathon (7) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ”₯ Unstoppable (5)

Conferences

NIPS (3) AISTATS (2) ALT (2) ICML (2)

Top co-authors

Patrick Flaherty (2) Nicholas Monath (2) Soumyabrata Pal (2) Arya Mazumdar (2) Raghavendra Addanki (2) Andrew McCallum (2) Akshay Krishnamurthy (2) Craig Greenberg (2) Cameron Musco (2) Sebastian Macaluso (1)

Keywords

sample complexity (3) partition function (2) dynamic programming (2) exact inference (2) streaming algorithm (2) approximation algorithm (2) intervention design (2) combinatorial optimization (2) parameter learning (1) sparse linear regression (1) convex programming (1) correlation clustering (1) information geometry (1) entropy estimation (1) probabilistic model (1) data stream (1) mixture model (1) latent variable (1) graph algorithm (1) causal graph (1)

Papers

Estimation of Entropy in Constant Space with Improved Sample Complexity NIPS 2022
Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering AISTATS 2021
Intervention Efficient Algorithms for Approximate Learning of Causal Graphs ALT 2021
Efficient Intervention Design for Causal Discovery with Latents ICML 2020
Algebraic and Analytic Approaches for Parameter Learning in Mixture Models ALT 2020
Sample Complexity of Learning Mixture of Sparse Linear Regressions NIPS 2019
Compact Representation of Uncertainty in Clustering NIPS 2018
Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces AISTATS 2016
Correlation Clustering in Data Streams ICML 2015