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262 results

PaperCategoryAuthorsDate
Classifier Chain-based Pathological Test Recommendation ↗ cs.LG 2 Jul 9, 2026
CASL-VAE: Learning Structured Latent Variables from Unpaired Dat... ↗ cs.LG 3 Jul 9, 2026
Program-as-Weights: A Programming Paradigm for Fuzzy Functions ↗ cs.LG 6 Jul 2, 2026
DemoPSD: Disagreement-Modulated Policy Self-Distillation ↗ cs.LG 8 Jul 2, 2026
Beyond Adam: SOAP and Muon for Faster, Label-Efficient Training... ↗ cs.LG 7 Jul 2, 2026
Neuron-Aware Data Selection for Annotation-Free LLM Self-Distill... ↗ cs.LG 2 Jul 2, 2026
Understanding the Robustness of Distributed Self-Supervised Lear... ↗ cs.LG 4 Jul 2, 2026
Extreme Adaptive Transformer for Time Series Forecasting ↗ cs.LG 3 Jul 2, 2026
QFedAgent: Quantum-Enhanced Personalized Federated Learning for... ↗ cs.LG 2 Jul 2, 2026
Neuron-Aware Active Few-Shot Learning for LLMs ↗ cs.LG 5 Jul 2, 2026
DecompRL: Solving Harder Problems by Learning Modular Code Gener... ↗ cs.LG 5 Jul 2, 2026
Self-Gating Attention for Efficient Time Series Forecasting ↗ cs.LG 6 Jul 2, 2026
One More Time: Revisiting Neural Quantum States from a Reinforce... ↗ cs.LG 7 Jul 2, 2026
Optimizing Visual Generative Models via Distribution-wise Reward... ↗ cs.LG 7 Jul 2, 2026
Generalization in offline RL: The structure is more important th... ↗ cs.LG 3 Jul 2, 2026
HERMES: A Multi-Granularity Labeling Substrate for Pre-training... ↗ cs.LG 4 Jul 2, 2026
Self-explainable Operator Learning for Discovering Spatial Patte... ↗ cs.LG 2 Jul 2, 2026
Online Resource Allocation with Continuous Random Consumption: R... ↗ cs.LG 1 Jul 2, 2026
An Optimisation Framework for the Well-Conditioned Training of P... ↗ cs.LG 3 Jul 2, 2026
Privacy-Preserving and Verifiable Approximate Distributed Coded... ↗ cs.LG 4 Jul 2, 2026
Bayesian Sparse Low-Rank Adaptation for Large Language Model Unc... ↗ cs.LG 4 Jul 2, 2026
Dynamic Neural Graph Encoding of Inference Processes in Deep Wei... ↗ cs.LG 6 Jul 2, 2026
Predicting Early Stages Of Alzheimer's Disease And Identifying K... ↗ cs.LG 1 Jul 2, 2026
Probing Chemical Language Models: Effects of Pre-training and Fi... ↗ cs.LG 3 Jul 2, 2026
ART for Diffusion Sampling: Continuous-Time Control and Actor-Cr... ↗ cs.LG 3 Jul 2, 2026
Predictive Conformal Slip Monitoring: An Empirical Evaluation of... ↗ cs.LG 1 Jul 2, 2026
Ask the Right Comparison:Bias-Aware Bayesian Active Top-$k$ Rank... ↗ cs.LG 4 Jul 2, 2026
Reinforcement Learning without Ground-Truth Solutions can Improv... ↗ cs.LG 9 Jun 25, 2026
Autoregressive Boltzmann Generators ↗ cs.LG 5 Jun 25, 2026
Error-Conditioned Neural Solvers ↗ cs.LG 7 Jun 25, 2026
Hallucination in World Models is Predictable and Preventable ↗ cs.LG 2 Jun 25, 2026
Beyond the Hard Budget: Sparsity Regularizers for More Interpret... ↗ cs.LG 3 Jun 25, 2026
Blackwell Approachability and Gradient Equilibrium are Equivalen... ↗ cs.LG 4 Jun 25, 2026
A Multi-Fidelity Convolutional Autoencoder-Transfer Learning Fra... ↗ cs.LG 2 Jun 25, 2026
Designing Reward Signals for Portable Query Generation: A Case S... ↗ cs.LG 14 Jun 25, 2026
Recovering Governing Equations from Solution Data: Identifiabili... ↗ cs.LG 2 Jun 25, 2026
How Good Can Linear Models Be for Time-Series Forecasting? ↗ cs.LG 3 Jun 25, 2026
BetXplain: An Explanation-Annotated Dataset for Detecting Manipu... ↗ cs.LG 6 Jun 25, 2026
RSPC: A Benchmark for Modeling Stress and Psychiatric Conditions... ↗ cs.LG 7 Jun 25, 2026
Effective Covariance Dynamics in Solvable High-Dimensional GANs ↗ cs.LG 2 Jun 25, 2026
The Geometry of Updates: Fisher Alignment at Vocabulary Scale ↗ cs.LG 1 Jun 25, 2026
Explaining Temporal Graph Neural Networks via Feature-induced In... ↗ cs.LG 4 Jun 25, 2026
Graph Neural Networks Applications Across Domains: All Insights... ↗ cs.LG 1 Jun 25, 2026
Automating Potential-based Reward Shaping with Vision Language M... ↗ cs.LG 2 Jun 25, 2026
RecallRisk-BERT: A Multi-Task Framework for Post-Report Medical... ↗ cs.LG 2 Jun 25, 2026
Stochastic Gradient Optimization with Model-Assisted Sampling ↗ cs.LG 2 Jun 25, 2026
fTNN: a tensor neural network for fractional PDEs ↗ cs.LG 3 Jun 25, 2026
Kolmogorov Arnold networks (KAN) for aerodynamic prediction: a c... ↗ cs.LG 7 Jun 25, 2026
Cross-Head Attention Uplift Network with Inverse Propensity Scor... ↗ cs.LG 7 Jun 25, 2026
Heavy-Ball Q-Learning with Residual Weighting Correction ↗ cs.LG 1 Jun 25, 2026

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