Martin Ritzert
6 papers · 2017–2025 · 5 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
Jump to papers ↓+2 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)
🏆
Grand Slam
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(2)
Architectures
(2)
Artificial Intelligence
(1)
Knowledge & Reasoning
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Reasoning
(1)
Keywords
weak learner
(3)
strong learner
(2)
sample complexity
(2)
boosting algorithm
(2)
generalization error
(1)
inductive inference
(1)
sample compression
(1)
subsampling
(1)
generalization bound
(1)
graph transformer
(1)
graph isomorphism
(1)
positional encoding
(1)
formal language
(1)
node representation
(1)
weisfeiler-leman algorithm
(1)
higher-order structure
(1)
hypothesis learning
(1)
voting classifier
(1)
virtual node
(1)
weak-to-strong learner
(1)
Papers
Boosting, Voting Classifiers and Randomized Sample Compression Schemes
ALT 2025
Distinguished In Uniform: Self-Attention Vs. Virtual Nodes
ICLR 2024
AdaBoost is not an Optimal Weak to Strong Learner
ICML 2023
Optimal Weak to Strong Learning
NeurIPS 2022
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks
AAAI 2019
Learning MSO-definable hypotheses on strings
ALT 2017