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← Authors

Maximilian Fleissner

4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) AISTATS (1) ALT (1) ICLR (1)

Top co-authors

Debarghya Ghoshdastidar (4) Pascal Esser (1) Gautham Govind Anil (1) Theresa Wasserer (1) Leena Chennuru Vankadara (1)

Keywords

self-supervised learning (2) representation learning (2) generalization bound (1) pac-bayesian bound (1) joint embedding (1) generalisation bound (1) kernel methods (1) kernel autoencoder (1) generalisation error bound (1) transfer bound (1) contrastive learning (1)

Papers

PAC-Bayesian Analysis of the Surrogate Relation between Joint Embedding and Supervised Downstream Losses ALT 2026 Infinite Width Limits of Self Supervised Neural Networks AISTATS 2025 Non-parametric Representation Learning with Kernels AAAI 2024 Explaining Kernel Clustering via Decision Trees ICLR 2024