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575,626 papers

Comparing the Moore-Penrose Pseudoinverse and Gradient Descent for Solving Linear Regression Problems: A Performance Analysis

Alex Adams

2025-05-29regression
Paper
Domain-Aware Tensor Network Structure Search

Giorgos Iacovides, Wuyang Zhou, Chao Li, Qibin Zhao, Danilo Mandic et al.

2025-05-29
Paper
Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning

Shifeng Xie, Aref Einizade, Jhony H. Giraldo

2025-05-29Graph Representation LearningRepresentation LearningSelf-Supervised Learning+1
PaperCode
Comparative assessment of fairness definitions and bias mitigation strategies in machine learning-based diagnosis of Alzheimer's disease from MR images

Maria Eleftheria Vlontzou, Maria Athanasiou, Christos Davatzikos, Konstantina S. Nikita

2025-05-29FairnessDiagnostic
Paper
Normalizing Flows are Capable Models for RL

Raj Ghugare, Benjamin Eysenbach

2025-05-29Reinforcement LearningImitation Learning
PaperCode
Why Machine Learning Models Fail to Fully Capture Epistemic Uncertainty

Sebastián Jiménez, Mira Jürgens, Willem Waegeman

2025-05-29Uncertainty Quantification
Paper
Epistemic Errors of Imperfect Multitask Learners When Distributions Shift

Sabina J. Sloman, Michele Caprio, Samuel Kaski

2025-05-29AttributeTransfer Learning
Paper
SGD as Free Energy Minimization: A Thermodynamic View on Neural Network Training

Ildus Sadrtdinov, Ivan Klimov, Ekaterina Lobacheva, Dmitry Vetrov

2025-05-29Attribute
PaperCode
On Global Convergence Rates for Federated Policy Gradient under Heterogeneous Environment

Safwan Labbi, Paul Mangold, Daniil Tiapkin, Eric Moulines

2025-05-29Policy Gradient MethodsFederated LearningQ-Learning
Paper
Diffusion Guidance Is a Controllable Policy Improvement Operator

Kevin Frans, Seohong Park, Pieter Abbeel, Sergey Levine

2025-05-29Offline RL
PaperCode
Strategic Classification with Non-Linear Classifiers

Benyamin Trachtenberg, Nir Rosenfeld

2025-05-29Classification
Paper
Rethinking Regularization Methods for Knowledge Graph Completion

Linyu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Haoran Duan et al.

2025-05-29Knowledge GraphsKnowledge Graph Completion
Paper
Diversity-Aware Policy Optimization for Large Language Model Reasoning

Jian Yao, Ran Cheng, Xingyu Wu, Jibin Wu, Kay Chen Tan et al.

2025-05-29Mathematical ReasoningReinforcement LearningLarge Language Model+1
Paper
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers

Monika Gahalawat, Maneesh Bilalpur, Raul Fernandez Rojas, Jeffrey F. Cohn, Roland Goecke et al.

2025-05-29regression
Paper
Enhanced DACER Algorithm with High Diffusion Efficiency

Yinuo Wang, Mining Tan, Wenjun Zou, Haotian Lin, Xujie Song et al.

2025-05-29DenoisingPolicy Gradient MethodsMuJoCo+2
Paper
OTPTO: Joint Product Selection and Inventory Optimization in Fresh E-commerce Front-End Warehouses

Zheming Zhang, Yan Jiang, Qingshan Li, Ai Han

2025-05-29Management
Paper
Bidirectional predictive coding

Gaspard Oliviers, Mufeng Tang, Rafal Bogacz

2025-05-29
Paper
Automated Modeling Method for Pathloss Model Discovery

Ahmad Anaqreh, Shih-Kai Chou, Mihael Mohorčič, Carolina Fortuna

2025-05-29Symbolic Regression
PaperCode
Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models

Roseline Polle, Agnes Norbury, Alexandra Livia Georgescu, NIcholas Cummins, Stefano Goria et al.

2025-05-29Meta-Learning
Paper
Dynamic Spectral Backpropagation for Efficient Neural Network Training

Mannmohan Muthuraman

2025-05-29Meta-Learning
Paper
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