conftrace_

Robert Peach

4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Zhaolu Liu (3) Mauricio Barahona (3) Paresh A. Malhotra (1) Michael David (1) Adam Gosztolai (1) Pedro A.M Mediano (1) Matteo Vinao-Carl (1) Pierre Vandergheynst (1) Nir Grossman (1) David J. Sharp (1)

Keywords

probabilistic modeling (1) statistical testing (1) stochastic process (1) statistical test (1) non-parametric test (1) simplicial complex (1) high-order interaction (1) kernel methods (1)

Papers

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 NIPS 2023