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Annan Yu

4 papers · 2023–2025 · 1 venue · 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

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🏆 Keyword Champion (2)

Venues

Top co-authors

N. Benjamin Erichson (3) Michael W. Mahoney (3) Arnur Nigmetov (1) Dmitriy Morozov (1) Dongwei Lyu (1) Alex Townsend (1) Soon Hoe Lim (1) Yunan Yang (1)

Research topics

Deep Learning (4) Machine Learning (3) Architectures (3) Optimization & Theory · Machine Learning (3) Core Methods (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

state space model (3) long-range dependency (2) sobolev norm (2) transfer function (2) frequency bia (2) sequence modeling (2) hankel operator (1) neural tangent kernel (1) generalization error (1) quadrature rule (1) overparameterized neural network (1) linear time-invariant system (1)

Papers

HOPE for a Robust Parameterization of Long-memory State Space Models ICLR 2025 Tuning Frequency Bias of State Space Models ICLR 2025 Robustifying State-space Models for Long Sequences via Approximate Diagonalization ICLR 2024 Tuning Frequency Bias in Neural Network Training with Nonuniform Data ICLR 2023