Robert Peach
5 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Mathematics & Optimization
(3)
Core AI
(3)
Mathematics
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Representation
(1)
Science
(1)
Keywords
high-order interaction
(2)
causal discovery
(2)
neural dynamics
(1)
feature selection
(1)
gaussian process
(1)
statistical testing
(1)
stochastic process
(1)
v-statistics
(1)
riemannian manifold
(1)
bayesian network
(1)
vector field
(1)
partial information decomposition
(1)
statistical test
(1)
nonparametric test
(1)
higher-order interaction
(1)
simplicial complex
(1)
information-theoretic measure
(1)
kernel methods
(1)
lattice theory
(1)
bayesian hypergraph
(1)
Papers
Information-theoretic signatures of causality in Bayesian networks and hypergraphs
CLeaR 2026
Information-Theoretic Measures on Lattices for Higher-Order Interactions
AISTATS 2025
Permutation-Free High-Order Interaction Tests
ICML 2025
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds
ICLR 2024
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
NeurIPS 2023