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arXiv · Computer Science — Machine Learning (cs.LG)

Published papers collected under the historical Computer Science — Machine Learning (cs.LG) category URL.

Source ID: arxiv_cs_lg

28 item(s)
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2026-08-31T08:52:05Z
Marginal Coverage Credit Reduces Redundant Exploration in Parallel State-Entropy Optimization
f04eeda64db5…
LLM supply chainadversarial fine-tuningbehavioral certification
Source →Open →
2026-08-25T08:52:05Z
Bankruptcy Prediction via Hybrid Resampling and Stacking Ensemble Techniques with Explainable Artificial Intelligence (XAI)-Driven Analysis
4a042d61f7d3…
AI-securitydata-poisoningmachine-learning-security
Source →Open →
2026-08-24T08:52:05Z
Bankruptcy Prediction via Hybrid Resampling and Stacking Ensemble Techniques with Explainable Artificial Intelligence (XAI)-Driven Analysis
40b3c387b021…
artificial-intelligencebackdoordata-poisoning
Source →Open →
2026-08-21T08:52:06Z
Towards On-Board Implementation of ML-Based Helicopter Weight Estimator
c2290d6d92c3…
AI safetyECGLLM
Source →Open →
2026-08-20T08:52:05Z
Entropy-Constrained Adaptive Stochastic Quantization
b6afd1fcc841…
AI-agentscontinual-learningdeep-learning
Source →Open →
2026-08-19T08:52:05Z
Proactive Road Safety Intervention in Australia: Predicting Risky Driving Hotspots from Connected Vehicle Data
a84f0e73291b…
EEG foundation modelsLLM post-trainingadversarial machine learning
Source →Open →
2026-08-17T08:52:04Z
L-FNO: Lorentzian Fourier Neural Operator for Stochastic Event Dynamics
0b1668b69c74…
EEGactive-learninganomaly-detection
Source →Open →
2026-08-10T08:52:05Z
Latent Fact-Checking: Detecting Misinformation through Activation Engineering
2dbd9f2bbfff…
activation-engineeringadversarial-robustnessartificial-intelligence
Source →Open →
2026-07-30T08:52:05Z
Emergent Sparsity in Frozen Random CNN Feature Extractors for Deep Reinforcement Learning
e4adb0f18bf4…
LoRAdeep-reinforcement-learningdynamic-inference-auditing
Source →Open →
2026-07-27T08:52:04Z
Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees
565ef56155fd…
AI-evaluationAI-safetyKubernetes
Source →Open →
2026-07-20T08:52:09Z
Structure of the Circular-Dyadic Convolution Error
94bf293a5868…
AI-tradingBNBHadamard-transform
Source →Open →
2026-07-18T08:52:10Z
Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods
28c5d0db9a40…
C3RCARPRTGINE
Source →Open →
2026-07-17T08:52:12Z
Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods
e97bcf60a01f…
C3RCARPRTbranching-policy-optimization
Source →Open →
2026-07-16T08:52:13Z
Automatic Differentiation from Scratch: How PyTorch Computes Gradients in Physics-Informed Neural Networks
d1331cf5b1df…
LLM-invocationPyTorchautodiff
Source →Open →
2026-07-15T08:52:12Z
OmniPMNet: Bridging discrete and gridded PM10 forecasts via omni-query neural processes
44675fb57b8a…
ConvCNPDurr-HoyerGaussian-process
Source →Open →
2026-07-13T08:52:22Z
A Unified Approach to Interpreting Knowledge Distillation for Large Language Models via Interactions
3ff1692c132a…
CIPDaDaDa_dataset','dataset_release','GPU_inference','sparse_inferDirector
Source →Open →
2026-07-08T08:52:11Z
Statistically Meaningful Geometry and Gauge Symmetry Breaking: A Geometric Foundation for Scientific Discovery and Intelligence Emergence
40e3342111aa…
GNSSLLMsUWB-sensing
Source →Open →
2026-07-02T08:52:14Z
Representation as a Bottleneck for Mechanistic Interpretability: The Manifestation Unit Protocol
2d27359b994c…
GPU-sparse-solversPEFTautoML
Source →Open →
2026-06-29T08:52:13Z
OverFlowLight: Real-Time Gridlock Prevention and Traffic Signal Optimization for Urban Intersections
a846694e891e…
DartsFourier-neural-operatorMarkovian-bandits
Source →Open →
2026-06-24T08:52:15Z
Systematic Exploration of 4-Expert Heterogeneous Mixture-of-Experts via Automated Pipeline Search
af60ac074b85…
DPOGaussian-processLoRA
Source →Open →
2026-04-30T08:52:20Z
A Multimodal and Explainable Machine Learning Approach to Diagnosing Multi-Class Ejection Fraction from Electrocardiograms
5155559dddb1…
ai-risk-managementcausal-inferencedataset-bias
Source →Open →
2026-04-29T08:52:13Z
GCA-BULF: A Bottom-Up Framework for Short-Term Load Forecasting Using Grouped Critical Appliances
9d632220dedd…
ai-safetyalignmentappliance-monitoring
Source →Open →
2026-04-27T08:52:19Z
Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models
8328841f033e…
attention optimizationhardware acceleratorheterogeneous silicon
Source →Open →
2026-04-20T08:52:11Z
The Spectral Geometry of Thought: Phase Transitions, Instruction Reversal, Token-Level Dynamics, and Perfect Correctness Prediction in How Transformers Reason
dfb48773bf65…
FP16LoRATurboQuant
Source →Open →
2026-04-07T08:52:22Z
Convolutional Surrogate for 3D Discrete Fracture-Matrix Tensor Upscaling
54814b1aaf83…
arithmetic-codingcounterfactual-simulationdata-privacy
Source →Open →
2026-03-30T08:52:18Z
Empowering Epidemic Response: The Role of Reinforcement Learning in Infectious Disease Control
82215d31e158…
BitNetactivation-probesai-safety
Source →Open →
2026-03-23T08:52:24Z
Speculating Experts Accelerates Inference for Mixture-of-Experts
7d8307a1f854…
CLaREDBML-SALLM-inference
Source →Open →
2026-03-09T08:52:15Z
Traversal-as-Policy: Log-Distilled Gated Behavior Trees as Externalized, Verifiable Policies for Safe, Robust, and Efficient Agents
398bb1fef265…
CDDSFuseDiffGated Behavior Trees
Source →Open →