Andrew McGregor
9 papers · 2015–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π§
Keyword Pioneer
π§¬
Topic Evolution
π₯
Unstoppable
(5)
Conferences
NIPS (3)
AISTATS (2)
ALT (2)
ICML (2)
Top co-authors
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