:: Library Catalog

Imagen de Portada

Guardado en:

Detalles Bibliográficos
Autor principal:	Liu, Xingtu
Formato:	Preprint
Publicado:	2021
Materias:	Machine Learning
Acceso en línea:	https://arxiv.org/abs/2103.07287
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Nonnegative Low-rank Matrix Recovery Can Have Spurious Local Minima
por: Zhang, Richard Y.
Publicado: (2025)

An Information-Theoretic Analysis of OOD Generalization in Meta-Reinforcement Learning
por: Liu, Xingtu
Publicado: (2025)

Central Limit Theorems for Asynchronous Averaged Q-Learning
por: Liu, Xingtu
Publicado: (2025)

LoRA Training in the NTK Regime has No Spurious Local Minima
por: Jang, Uijeong, et al.
Publicado: (2024)

Sample Complexity Bounds for Linear Constrained MDPs with a Generative Model
por: Liu, Xingtu, et al.
Publicado: (2025)

A Unified Theory of Sparse Dictionary Learning in Mechanistic Interpretability: Piecewise Biconvexity and Spurious Minima
por: Tang, Yiming, et al.
Publicado: (2025)

Geometry and Local Recovery of Global Minima of Two-layer Neural Networks at Overparameterization
por: Zhang, Leyang, et al.
Publicado: (2023)

Spurious Privacy Leakage in Neural Networks
por: Zhang, Chenxiang, et al.
Publicado: (2025)

Block Coordinate Descent for Neural Networks Provably Finds Global Minima
por: Akiyama, Shunta
Publicado: (2025)

Local Minima Structures in Gaussian Mixture Models
por: Chen, Yudong, et al.
Publicado: (2020)

Steinmetz Neural Networks for Complex-Valued Data
por: Venkatasubramanian, Shyam, et al.
Publicado: (2024)

Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon
por: Liang, Tongtong, et al.
Publicado: (2025)

You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets
por: Huang, Tianjin, et al.
Publicado: (2022)

Removing Spurious Correlation from Neural Network Interpretations
por: Fotouhi, Milad, et al.
Publicado: (2024)

Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation
por: Holstege, Floris, et al.
Publicado: (2023)

DeepCSHAP: Utilizing Shapley Values to Explain Deep Complex-Valued Neural Networks
por: Eilers, Florian, et al.
Publicado: (2024)

Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations
por: Qiu, GuanWen, et al.
Publicado: (2024)

Hidden Minima in Two-Layer ReLU Networks
por: Arjevani, Yossi
Publicado: (2023)

Are Flat Minima an Illusion?
por: Bennett, Michael Timothy
Publicado: (2026)

Newton-Puiseux Analysis for Interpretability and Calibration of Complex-Valued Neural Networks
por: Migus, Piotr
Publicado: (2025)

SCL-GNN: Towards Generalizable Graph Neural Networks via Spurious Correlation Learning
por: Zhang, Yuxiang, et al.
Publicado: (2026)

Benchmarking Fairness in Spiking Neural Networks: Data Bias, Spurious Features, and Hardware Effects
por: He, Hudi, et al.
Publicado: (2026)

Comprehensive Survey of Complex-Valued Neural Networks: Insights into Backpropagation and Activation Functions
por: Hammad, M. M.
Publicado: (2024)

Impact of Loss Weight and Model Complexity on Physics-Informed Neural Networks for Computational Fluid Dynamics
por: Chou, Yi En, et al.
Publicado: (2025)

Neural Weight Norm = Kolmogorov Complexity
por: Musat, Tiberiu
Publicado: (2026)

Perturbing the Phase: Analyzing Adversarial Robustness of Complex-Valued Neural Networks
por: Eilers, Florian, et al.
Publicado: (2026)

Neural Optimal Transport in Hilbert Spaces: Characterizing Spurious Solutions and Gaussian Smoothing
por: Choi, Jae-Hwan, et al.
Publicado: (2026)

Sharpness of Minima in Deep Matrix Factorization
por: Kamber, Anil, et al.
Publicado: (2025)

Out of Spuriousity: Improving Robustness to Spurious Correlations without Group Annotations
por: Le, Phuong Quynh, et al.
Publicado: (2024)

Mirror Gradient: Towards Robust Multimodal Recommender Systems via Exploring Flat Local Minima
por: Zhong, Shanshan, et al.
Publicado: (2024)

On the Sample Complexity of One Hidden Layer Networks with Equivariance, Locality and Weight Sharing
por: Behboodi, Arash, et al.
Publicado: (2024)

Towards Robust Influence Functions with Flat Validation Minima
por: Ye, Xichen, et al.
Publicado: (2025)

CVKAN: Complex-Valued Kolmogorov-Arnold Networks
por: Wolff, Matthias, et al.
Publicado: (2025)

Reassessing the Validity of Spurious Correlations Benchmarks
por: Bell, Samuel J., et al.
Publicado: (2024)

Does Weak-to-strong Generalization Happen under Spurious Correlations?
por: Liu, Chenruo, et al.
Publicado: (2025)

A PAC-Bayesian Link Between Generalisation and Flat Minima
por: Haddouche, Maxime, et al.
Publicado: (2024)

Flat Minima and Generalization: Insights from Stochastic Convex Optimization
por: Schliserman, Matan, et al.
Publicado: (2025)

Simultaneous Weight and Architecture Optimization for Neural Networks
por: Huang, Zitong, et al.
Publicado: (2024)

Neural Networks With Dense Weights Are Not Universal Approximators
por: Rauchwerger, Levi, et al.
Publicado: (2026)

On the Effectiveness of Random Weights in Graph Neural Networks
por: Bui, Thu, et al.
Publicado: (2025)