Puoya Tabaghi

3 papers · 2024–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

AAAI (1) AISTATS (1) ALT (1)

Top co-authors

Yusu Wang (3) Rajeev Jain (1) Elahe Rezaei (1) Samantha Chen (1) Zhishang Luo (1) Truong Son Hy (1) Ryan M. Carey (1) Michaël Defferrard (1) Rhett Davis (1)

Research topics

Machine Learning (3) Deep Learning (2) Architectures (2) Core Methods (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Mathematics & Optimization (1) Applications (1) Core AI (1) Mathematics (1) Optimization (1) Techniques (1)

Keywords

optimal transport (1) universal approximation (1) gradient descent (1) projected gradient descent (1) tree structure (1) metric space (1) universal representation (1) directed hypergraph (1) circuit netlist (1) permutation equivariant (1) hypergraph neural network (1) minimum spanning tree (1) graph neural network (1) deep set (1) ultrametric tree (1) tree wasserstein distance (1) permutation-invariant function (1) sum-decomposable model (1) tensor function (1) latent space dimension (1)

Papers

DE-HNN: An effective neural model for Circuit Netlist representation AISTATS 2024 Learning Ultrametric Trees for Optimal Transport Regression AAAI 2024 Universal Representation of Permutation-Invariant Functions on Vectors and Tensors ALT 2024