Michael Aerni

4 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Civilization

🧭 Keyword Pioneer

Venues

ICLR (2) ACL (1) NeurIPS (1)

Top co-authors

Konstantin Donhauser (2) Fanny Yang (2) Javier Rando (2) Florian Tramer (2) Clément Charmillot (1) Martin Rajman (1) Jiaming Jiang (1) Lukas Drescher (1) Ido Hakimi (1) Kaustubh Ponkshe (1)

Research topics

Machine Learning (3) Natural Language Processing (2) Optimization & Theory (2) Resources & Methods (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Types (1)

Keywords

kernel regression (1) inductive bia (1) benign overfitting (1) robust overfitting (1) overparameterized model (1) robust generalization (1) ridge regularization (1) multilingual language model (1) max-margin classifier (1) large language model (1) responsible artificial intelligence (1) language model memorization (1) min-norm interpolator (1) text overlap (1) data compliance (1) goldfish objective (1) training data reproduction (1)

Papers

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 Measuring Non-Adversarial Reproduction of Training Data in Large Language Models ICLR 2025 Strong inductive biases provably prevent harmless interpolation ICLR 2023 Interpolation can hurt robust generalization even when there is no noise NeurIPS 2021