Machine Learning

UMKC Announces New Master of Science in Artificial Intelligence

UMKC announces a new Master of Science in Artificial Intelligence program aimed at addressing workforce demand for AI expertise, set to l...

New technique makes AI models leaner and faster while they’re still learning

PyPI supply chain attack hits data/ML pipelines: elementary-data compromised via GitHub Actions [N]

elementary-data (used in data pipelines feeding ML systems) was compromised via a GitHub Actions flaw that allowed a forged PyPI release....

[2604.04050] TORA: Topological Representation Alignment for 3D Shape Assembly

Abstract page for arXiv paper 2604.04050: TORA: Topological Representation Alignment for 3D Shape Assembly

[2604.04033] Topological Sensitivity in Connectome-Constrained Neural Networks

Abstract page for arXiv paper 2604.04033: Topological Sensitivity in Connectome-Constrained Neural Networks

[2604.04030] Jellyfish: Zero-Shot Federated Unlearning Scheme with Knowledge Disentanglement

Abstract page for arXiv paper 2604.04030: Jellyfish: Zero-Shot Federated Unlearning Scheme with Knowledge Disentanglement

[2604.04020] Unmasking Hallucinations: A Causal Graph-Attention Perspective on Factual Reliability in Large Language Models

Abstract page for arXiv paper 2604.04020: Unmasking Hallucinations: A Causal Graph-Attention Perspective on Factual Reliability in Large ...

[2604.03962] Predict, Don't React: Value-Based Safety Forecasting for LLM Streaming

Abstract page for arXiv paper 2604.03962: Predict, Don't React: Value-Based Safety Forecasting for LLM Streaming

[2604.03939] Fused Multinomial Logistic Regression Utilizing Summary-Level External Machine-learning Information

Abstract page for arXiv paper 2604.03939: Fused Multinomial Logistic Regression Utilizing Summary-Level External Machine-learning Informa...

[2604.03840] New insights into Elo algorithm for practitioners and statisticians

Abstract page for arXiv paper 2604.03840: New insights into Elo algorithm for practitioners and statisticians

[2604.03912] Automating Cloud Security and Forensics Through a Secure-by-Design Generative AI Framework

Abstract page for arXiv paper 2604.03912: Automating Cloud Security and Forensics Through a Secure-by-Design Generative AI Framework

[2604.03903] Improving ML Attacks on LWE with Data Repetition and Stepwise Regression

Abstract page for arXiv paper 2604.03903: Improving ML Attacks on LWE with Data Repetition and Stepwise Regression

[2604.03892] Lotka-Sharpe Neural Operators for Control of Population PDEs

Abstract page for arXiv paper 2604.03892: Lotka-Sharpe Neural Operators for Control of Population PDEs

[2604.03877] When Models Know More Than They Say: Probing Analogical Reasoning in LLMs

Abstract page for arXiv paper 2604.03877: When Models Know More Than They Say: Probing Analogical Reasoning in LLMs

[2604.03862] SecureAFL: Secure Asynchronous Federated Learning

Abstract page for arXiv paper 2604.03862: SecureAFL: Secure Asynchronous Federated Learning

[2604.03843] Explainability-Guided Adversarial Attacks on Transformer-Based Malware Detectors Using Control Flow Graphs

Abstract page for arXiv paper 2604.03843: Explainability-Guided Adversarial Attacks on Transformer-Based Malware Detectors Using Control ...

[2604.03803] Rényi Attention Entropy for Patch Pruning

Abstract page for arXiv paper 2604.03803: Rényi Attention Entropy for Patch Pruning

[2604.03772] Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding

Abstract page for arXiv paper 2604.03772: Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Con...

[2604.03753] Spatiotemporal-Aware Bit-Flip Injection on DNN-based Advanced Driver Assistance Systems

Abstract page for arXiv paper 2604.03753: Spatiotemporal-Aware Bit-Flip Injection on DNN-based Advanced Driver Assistance Systems

[2604.03679] LightThinker++: From Reasoning Compression to Memory Management

Abstract page for arXiv paper 2604.03679: LightThinker++: From Reasoning Compression to Memory Management

[2604.03603] Stochastic Generative Plug-and-Play Priors

Abstract page for arXiv paper 2604.03603: Stochastic Generative Plug-and-Play Priors

[2604.03552] CRAFT: Video Diffusion for Bimanual Robot Data Generation

Abstract page for arXiv paper 2604.03552: CRAFT: Video Diffusion for Bimanual Robot Data Generation

[2604.03537] Rethinking Token Prediction: Tree-Structured Diffusion Language Model

Abstract page for arXiv paper 2604.03537: Rethinking Token Prediction: Tree-Structured Diffusion Language Model