Thomas Strohmer

4 papers · 2021–2024 · 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 · Silver 🗺️ Taxonomy Completionist (10)

Venues

JMLR (2) AISTATS (1) ICLR (1)

Top co-authors

Bao Wang (2) Tan Minh Nguyen (1) Stanley Osher (1) Andrea Bertozzi (1) Qingsong Wang (1) Matthew Thorpe (1) Martin Berzins (1) Shizhou Xu (1) Justin M. Baker (1) Shuyang Ling (1)

Research topics

Machine Learning (4) Deep Learning (2) Architectures (2) Core Methods (2) Data Science & Analytics (1) Mathematics & Optimization (1) Application Areas (1) Applications (1) Learning Types (1) Mathematics (1) Models (1)

Keywords

node classification (2) graph neural network (2) graph laplacian (1) label propagation (1) optimal transport (1) community detection (1) message passing (1) stochastic block model (1) graph diffusion (1) personalized pagerank (1) strong consistency (1) monotone operator (1) pareto frontier (1) long-range interaction (1) douglas-rachford splitting (1) fair representation (1) statistical disparity (1) affine transport (1) wasserstein distance (1) low-labeling rate (1)

Papers

Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs AISTATS 2024 Fair Data Representation for Machine Learning at the Pareto Frontier JMLR 2023 GRAND++: Graph Neural Diffusion with A Source Term ICLR 2022 Strong Consistency, Graph Laplacians, and the Stochastic Block Model JMLR 2021