The Exploration of Neural Collapse under Imbalanced Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Liu, Haixia
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Optimization and Control cs.LG, math.OC
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Linear Quadratic Regulation for First Order Hyperbolic PDEs
by: Krener, Arthur J.
Published: (2025)

CENTS: Generating synthetic electricity consumption time series for rare and unseen scenarios
by: Fuest, Michael, et al.
Published: (2025)

Optimal Transport-Guided Safety in Temporal Difference Reinforcement Learning
by: Shahrooei, Zahra, et al.
Published: (2025)

Accelerating Low-Frequency Convergence for Limited-Angle DBT via Two-Channel Fidelity in PDHG
by: Iyadomi, Taro, et al.
Published: (2026)

Fine-Tuning Integrity for Modern Neural Networks: Structured Drift Proofs via Norm, Rank, and Sparsity Certificates
by: Shang, Zhenhang, et al.
Published: (2026)

Over-Squashing in Graph Neural Networks: A Comprehensive survey
by: Akansha, Singh
Published: (2023)

Convergence of Learning Dynamics in Stackelberg Games
by: Fiez, Tanner, et al.
Published: (2019)

Beyond Tokens in Language Models: Interpreting Activations through Text Genre Chunks
by: Benito-Rodriguez, Éloïse, et al.
Published: (2025)

Accelerating Monte-Carlo Tree Search with Optimized Posterior Policies
by: Frankston, Keith, et al.
Published: (2026)

Practical Code RAG at Scale: Task-Aware Retrieval Design Choices under Compute Budgets
by: Galimzyanov, Timur, et al.
Published: (2025)

Holistic Optimal Label Selection for Robust Prompt Learning under Partial Labels
by: Zhao, Yaqi, et al.
Published: (2026)

An approach to encode divergence-free stress fields in neural approximations based on stress potentials
by: Khorrami, Mohammad S., et al.
Published: (2026)

Semantic Content Determines Algorithmic Performance
by: Ríos-García, Martiño, et al.
Published: (2026)

Optimizing Hospital Capacity During Pandemics: A Dual-Component Framework for Strategic Patient Relocation
by: Tabatabaee, Sadaf, et al.
Published: (2026)

GraphCompNet: A Position-Aware Model for Predicting and Compensating Shape Deviations in 3D Printing
by: Lee, Juheon, et al.
Published: (2025)

Breaking the Chains of Probability: Neutrosophic Logic as a New Framework for Epistemic Uncertainty in Large Language Models
by: Leyva-Vázquez, Maikel Yelandi, et al.
Published: (2026)

HADA: Human-AI Agent Decision Alignment Architecture
by: Pitkäranta, Tapio, et al.
Published: (2025)

FactoryBench: Evaluating Industrial Machine Understanding
by: Merzouki, Yanis, et al.
Published: (2026)

Cycling Race Time Prediction: A Personalized Machine Learning Approach Using Route Topology and Training Load
by: Moreno, Francisco Aguilera
Published: (2026)

Towards Objective Gastrointestinal Auscultation: Automated Segmentation and Annotation of Bowel Sound Patterns
by: Mansour, Zahra, et al.
Published: (2026)

Benchmarking machine learning for bowel sound pattern classification from tabular features to pretrained models
by: Mansour, Zahra, et al.
Published: (2025)

Factored Diffusion Policies:Compositionally Generalized Robot Control with a Single Score Network
by: Mitra, Sayan, et al.
Published: (2026)

OverNaN: NaN-Aware Oversampling for Imbalanced Learning with Meaningful Missingness
by: Barnard, Amanda S
Published: (2026)

Differentially Private Adaptation of Diffusion Models via Noisy Aggregated Embeddings
by: Peetathawatchai, Pura, et al.
Published: (2024)

STRUM: A Spectral Transcription and Rhythm Understanding Model for End-to-End Generation of Playable Rhythm-Game Charts
by: Opria, Joshua
Published: (2026)

Finiteness property in Cantor real numeration systems
by: Masáková, Zuzana, et al.
Published: (2023)

Autonomous motion in changing environment, fibrations and reaction mechanisms
by: Farber, Michael, et al.
Published: (2025)

Contractive kinetic Langevin samplers beyond global Lipschitz continuity
by: Lytras, Iosif, et al.
Published: (2025)

Conditional Shift-Robust Conformal Prediction for Graph Neural Network
by: Akansha, S.
Published: (2024)

AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning
by: Zhao, Haotian, et al.
Published: (2026)

Semantic Web and Software Agents -- A Forgotten Wave of Artificial Intelligence?
by: Pitkäranta, Tapio, et al.
Published: (2025)

Where did you get that? Towards Summarization Attribution for Analysts
by: B, Violet, et al.
Published: (2025)

Information Flow Complexity Theory: A Comprehensive Mathematical Framework
by: Kilpatrick, Christian
Published: (2025)

Fréchet Modules and Descent
by: Ben-Bassat, Oren, et al.
Published: (2020)

CapTune: Adapting Non-Speech Captions With Anchored Generative Models
by: Huang, Jeremy Zhengqi, et al.
Published: (2025)

A General Control Method for Human-Robot Integration
by: Feder, Maddalena, et al.
Published: (2024)

From Specification to Deployment: Empirical Evidence from a W3C VC + DID Trust Infrastructure for Autonomous Agents
by: Kroehl, Lars Kersten
Published: (2026)

Tangram
Published: (2020)

On pairs of complementary GJ pivoting transforming skew-symmetric matrices
by: Awoniyi, Samuel
Published: (2024)

A compact implementation of a recently proposed strongly polynomial-time algorithm for the general LP problem
by: Awoniyi, Samuel
Published: (2025)