Franca Hoffmann
4 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
JMLR (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
graph laplacian
(2)
manifold learning
(2)
semi-supervised learning
(1)
spectral clustering
(1)
game theory
(1)
label propagation
(1)
consistency analysis
(1)
geometric analysis
(1)
graph-based learning
(1)
distribution shift
(1)
strategic behavior
(1)
mixture model
(1)
vector field
(1)
knowledge graph embedding
(1)
partial differential equation
(1)
gradient flow
(1)
ordinary differential equation
(1)
strategic agent
(1)
kernel methods
(1)
multi-agent system
(1)
Papers
Strategic Distribution Shift of Interacting Agents via Coupled Gradient Flows
NIPS 2023
Knowledge Graph Representation Learning using Ordinary Differential Equations
EMNLP 2021
Geometric structure of graph Laplacian embeddings
JMLR 2021
Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods
JMLR 2020