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Denny C.-Y. Wu

Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint
2020 · Jimmy Ba, Murat A. Erdogdu, et al. · International Conference on Learning Representations · 33
Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond
2019 · Li, Xuechen, Wu, Denny, et al. · arXiv (Cornell University) · 25
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On the Optimal Weighted $\ell_2$ Regularization in Overparameterized Linear Regression
2020 · Wu, Denny, Xu, Ji · arXiv (Cornell University) · 15
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"Dependency Bottleneck" in Auto-encoding Architectures: an Empirical Study
2018 · Wu, Denny, Zhao, Yixiu, et al. · arXiv (Cornell University) · 12
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High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation
2022 · Ba, Jimmy, Erdogdu, Murat A., et al. · arXiv (Cornell University) · 11
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When Does Preconditioning Help or Hurt Generalization?
2020 · Amari, Shun-ichi, Ba, Jimmy, et al. · arXiv (Cornell University) · 10
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Particle dual averaging: optimization of mean field neural network with global convergence rate analysis*
2022 · Atsushi Nitanda, Denny Wu, et al. · Journal of Statistical Mechanics Theory and Experiment · 8
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High-Dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation
2022 · Jimmy Ba, Murat Erdogdu, et al. · neural information processing systems · 6
Towards Characterizing the High-dimensional Bias of Kernel-based Particle Inference Algorithms
2019 · Jimmy Ba, Murat A. Erdogdu, et al. · 6
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator
2018 · Yamada, Makoto, Wu, Denny, et al. · arXiv (Cornell University) · 6
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Convex Analysis of the Mean Field Langevin Dynamics
2022 · Nitanda, Atsushi, Wu, Denny, et al. · arXiv (Cornell University) · 3
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Speeding Up Functional Timing Analysis by Concise Formulation of Timed Characteristic Functions
2020 · Denny C.-Y. Wu, Aaron C.-W. Liang, et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 3
Skew-Aware Functional Timing Analysis Against Setup Violation for Post-Layout Validation
2018 · Pin-Ru Jhao, Denny C.-Y. Wu, et al. · IEEE International Test Conference in Asia (ITC-Asia) · 3
Accelerating functional timing analysis with encoding duplication removal and redundant state propagation
2017 · Denny C.-Y. Wu, Pin-Ru Jhao, et al. · International Conference on Computer Aided Design · 3
Particle Dual Averaging: Optimization of Mean Field Neural Networks with Global Convergence Rate Analysis
2020 · Nitanda, Atsushi, Wu, Denny, et al. · arXiv (Cornell University) · 2
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Selecting the Best in GANs Family: a Post Selection Inference Framework
2018 · Tsai, Yao-Hung Hubert, Yamada, Makoto, et al. · arXiv (Cornell University) · 2
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Nonlinear spiked covariance matrices and signal propagation in deep neural networks
2024 · Wang, Zhichao, Wu, Denny, et al. · arXiv (Cornell University) · 1
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Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context
2024 · Kazusato Oko, Yujin Song, et al. · neural information processing systems · 1
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Learning in the Presence of Low-dimensional Structure: A Spiked Random Matrix Perspective
2023 · Jimmy Ba, Murat Erdogdu, et al. · neural information processing systems · 1
Gradient-Based Feature Learning under Structured Data
2023 · Alireza Mousavi-Hosseini, Denny Wu, et al. · neural information processing systems · 1
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Modeling the Biological Pathology Continuum with HSIC-regularized Wasserstein Auto-encoders
2019 · Wu, Denny, Kobayashi, Hirofumi, et al. · arXiv (Cornell University) · 1
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Sharp Capacity Scaling of Spectral Optimizers in Learning Associative Memory
2026 · Kim, Juno, Nichani, Eshaan, et al. · arXiv (Cornell University)
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Learning to Recall with Transformers Beyond Orthogonal Embeddings
2026 · Vural, Nuri Mert, Bietti, Alberto, et al. · PubMed
Full-Batch Gradient Descent Outperforms One-Pass SGD: Sample Complexity Separation in Single-Index Learning
2026 · Kovačević, Filip, Ji, Hong Chang, et al. · PubMed Central
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Understanding the mechanisms of fast hyperparameter transfer
2026 · Wu, Denny · Open Collections
Works count: 40
Citation count: 153
H-index: 7
I10-index: 6
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