Alexander G. Gray
13 papers · 2007–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π
Keyword Champion
(3)
π±
Topic Pioneer
ποΈ
Keyword Collector
(90)
π
Trend Setter
π
Century Club
(13)
β
The Questioner
Conferences
NIPS (9)
AAAI (1)
IJCAI (1)
JMLR (1)
RSS (1)
Top co-authors
Research topics
Keywords
high-dimensional data
(3)
monte carlo method
(3)
high-dimensional datum
(2)
sample complexity
(2)
kernel summation
(2)
nearest neighbor search
(2)
compositional generalization
(2)
credal network
(2)
kernel methods
(2)
probabilistic inference
(1)
minimax optimization
(1)
density estimation
(1)
marginal map
(1)
computational efficiency
(1)
transfer learning
(1)
task generalization
(1)
nearest neighbor
(1)
feature importance
(1)
similarity search
(1)
approximate matching
(1)
Papers
Bilevel Learning for Bilevel Planning
RSS 2025
Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations
AAAI 2025
What Makes Models Compositional? A Theoretical View
IJCAI 2024
Credal Marginal MAP
NIPS 2023
Logical Credal Networks
NIPS 2022
MLPACK: A Scalable C++ Machine Learning Library
JMLR 2013
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL
NIPS 2012
Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions
NIPS 2009
Submanifold density estimation
NIPS 2009
Linear-time Algorithms for Pairwise Statistical Problems
NIPS 2009
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method
NIPS 2008
QUIC-SVD: Fast SVD Using Cosine Trees
NIPS 2008
Ultrafast Monte Carlo for Statistical Summations
NIPS 2007