← Authors

Joachim Buhmann

6 papers · 2013–2022 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (17) πŸš€ Conference Pioneer

Conferences

ICML (3) AISTATS (2) WACV (1)

Top co-authors

Andreas Krause (3) Yatao Bian (2) Aytunc Sahin (2) Baharan Mirzasoleiman (1) Luca Corinzia (1) Bjorn Saemundsson (1) Paolo Penna (1) Cheng Soon Ong (1) Gabriel Krummenacher (1) Wojciech Szpankowski (1)

Research topics

Optimization (1)

Keywords

double greedy (2) submodular function (2) submodular optimization (2) robust optimization (1) non-convex optimization (1) probabilistic modeling (1) variational inference (1) object detection (1) instance segmentation (1) community detection (1) computational complexity (1) continuous optimization (1) multiple instance learning (1) message passing (1) concave-convex procedure (1) image processing (1) support vector machine (1) probabilistic model (1) graphical model (1) phase transition (1)

Papers

Statistical and computational thresholds for the planted k-densest sub-hypergraph problem AISTATS 2022
From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020
Instance Segmentation for the Quantification of Microplastic Fiber Images WACV 2020
Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference ICML 2019
Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains AISTATS 2017
Ellipsoidal Multiple Instance Learning ICML 2013