Paul Swoboda
Publications by Year
Research Areas
Bayesian Modeling and Causal Inference, Machine Learning and Algorithms, Graph Theory and Algorithms, Data Management and Algorithms, Complexity and Algorithms in Graphs
Most-Cited Works
- → World Wide Web — Course tool: An environment for building WWW-based courses(1996)108 cited
- → Lifted Disjoint Paths with Application in Multiple Object Tracking(2020)84 cited
- → Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers(2020)72 cited
- → LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking(2022)47 cited
- → A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching(2017)45 cited
- → A Convex Relaxation for Multi-Graph Matching(2019)37 cited
- → HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching(2019)30 cited
- → A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems(2017)24 cited
- Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation(2013)
- → A Message Passing Algorithm for the Minimum Cost Multicut Problem(2017)22 cited