Mitchell Black
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Renaissance Researcher
(7)
Top co-authors
Research topics
Computer Science
(3)
Deep Learning
(3)
Architectures
(3)
Foundations
(3)
Machine Learning
(2)
Mathematics & Optimization
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications · Data Science & Analytics
(1)
Applications · Reinforcement Learning
(1)
Core AI
(1)
Keywords
effective resistance
(3)
multi-agent reinforcement learning
(1)
distributed learning
(1)
constrained optimization
(1)
message passing
(1)
constraint satisfaction
(1)
spatial structure
(1)
graph inference
(1)
sparsity
(1)
partial observability
(1)
resistance distance
(1)
clustering algorithm
(1)
discrete-time dynamics
(1)
graph transformer
(1)
proximal policy optimization
(1)
positional encoding
(1)
3d point cloud
(1)
graph reconstruction
(1)
property testing
(1)
relative positional encoding
(1)
Papers
Graph Inference with Effective Resistance Queries
ALT 2026
Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control
ICLR 2025
Geometric Generative Modeling with Noise-Conditioned Graph Networks
ICML 2025
Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL
RSS 2025
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
ICML 2024
Comparing Graph Transformers via Positional Encodings
ICML 2024
Understanding Oversquashing in GNNs through the Lens of Effective Resistance
ICML 2023