Niklas Nolte

5 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICLR (3) ICML (1) NeurIPS (1)

Top co-authors

Ouail Kitouni (3) Beidi Chen (2) Mike Williams (2) Jianyu Zhang (2) Ranajoy Sadhukhan (2) Léon Bottou (2) Adina Williams (1) Zhihao Jia (1) Zhuoming Chen (1) Mark Ibrahim (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Core AI (4) Natural Language Processing (2) Application Areas (2) Deep Learning (1) Applications (1) Architectures (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

interpretability (1) in-context learning (1) information retrieval (1) locality sensitive hashing (1) associative memory (1) inductive bia (1) lipschitz constant (1) next-token prediction (1) mechanistic interpretability (1) sampling method (1) reversal curse (1) kv cache (1) monotonic neural network (1) low-dimensional representation (1) decoding efficiency (1) large language model (1) neural network (1) attention approximation (1) knowledge storage (1) factorization curse (1)

Papers

MagicPIG: LSH Sampling for Efficient LLM Generation ICLR 2025 Memory Mosaics ICLR 2025 From Neurons to Neutrons: A Case Study in Interpretability ICML 2024 The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More NeurIPS 2024 Expressive Monotonic Neural Networks ICLR 2023