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...

Improving AI models’ ability to explain their predictions

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

[2603.29121] Economics of Human and AI Collaboration: When is Partial Automation More Attractive than Full Automation?

Abstract page for arXiv paper 2603.29121: Economics of Human and AI Collaboration: When is Partial Automation More Attractive than Full A...

[2603.29118] "I Just Need GPT to Refine My Prompts": Rethinking Onboarding and Help-Seeking with Generative 3D Modeling Tools

Abstract page for arXiv paper 2603.29118: "I Just Need GPT to Refine My Prompts": Rethinking Onboarding and Help-Seeking with Generative ...

[2603.29109] SemLoc: Structured Grounding of Free-Form LLM Reasoning for Fault Localization

Abstract page for arXiv paper 2603.29109: SemLoc: Structured Grounding of Free-Form LLM Reasoning for Fault Localization

[2603.29093] APEX-EM: Non-Parametric Online Learning for Autonomous Agents via Structured Procedural-Episodic Experience Replay

Abstract page for arXiv paper 2603.29093: APEX-EM: Non-Parametric Online Learning for Autonomous Agents via Structured Procedural-Episodi...

[2603.29089] WorldFlow3D: Flowing Through 3D Distributions for Unbounded World Generation

Abstract page for arXiv paper 2603.29089: WorldFlow3D: Flowing Through 3D Distributions for Unbounded World Generation

[2603.29088] WybeCoder: Verified Imperative Code Generation

Abstract page for arXiv paper 2603.29088: WybeCoder: Verified Imperative Code Generation

[2603.29069] On the Mirage of Long-Range Dependency, with an Application to Integer Multiplication

Abstract page for arXiv paper 2603.29069: On the Mirage of Long-Range Dependency, with an Application to Integer Multiplication

[2603.29041] A Latent Risk-Aware Machine Learning Approach for Predicting Operational Success in Clinical Trials based on TrialsBank

Abstract page for arXiv paper 2603.29041: A Latent Risk-Aware Machine Learning Approach for Predicting Operational Success in Clinical Tr...

[2603.29038] Trojan-Speak: Bypassing Constitutional Classifiers with No Jailbreak Tax via Adversarial Finetuning

Abstract page for arXiv paper 2603.29038: Trojan-Speak: Bypassing Constitutional Classifiers with No Jailbreak Tax via Adversarial Finetu...

[2603.29029] MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation

Abstract page for arXiv paper 2603.29029: MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation

[2603.29025] The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning

Abstract page for arXiv paper 2603.29025: The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning

[2603.29023] Human-Like Lifelong Memory: A Neuroscience-Grounded Architecture for Infinite Interaction

Abstract page for arXiv paper 2603.29023: Human-Like Lifelong Memory: A Neuroscience-Grounded Architecture for Infinite Interaction

[2603.29002] Understand and Accelerate Memory Processing Pipeline for Disaggregated LLM Inference

Abstract page for arXiv paper 2603.29002: Understand and Accelerate Memory Processing Pipeline for Disaggregated LLM Inference

[2603.28998] Design Principles for the Construction of a Benchmark Evaluating Security Operation Capabilities of Multi-agent AI Systems

Abstract page for arXiv paper 2603.28998: Design Principles for the Construction of a Benchmark Evaluating Security Operation Capabilitie...

[2603.28972] Privacy Guard & Token Parsimony by Prompt and Context Handling and LLM Routing

Abstract page for arXiv paper 2603.28972: Privacy Guard & Token Parsimony by Prompt and Context Handling and LLM Routing

[2603.28964] The Spectral Edge Thesis: A Mathematical Framework for Intra-Signal Phase Transitions in Neural Network Training

Abstract page for arXiv paper 2603.28964: The Spectral Edge Thesis: A Mathematical Framework for Intra-Signal Phase Transitions in Neural...

[2603.28963] AutoWorld: Scaling Multi-Agent Traffic Simulation with Self-Supervised World Models

Abstract page for arXiv paper 2603.28963: AutoWorld: Scaling Multi-Agent Traffic Simulation with Self-Supervised World Models

[2603.28959] Multi-Agent LLMs for Adaptive Acquisition in Bayesian Optimization

Abstract page for arXiv paper 2603.28959: Multi-Agent LLMs for Adaptive Acquisition in Bayesian Optimization

[2603.28925] Theory of Mind and Self-Attributions of Mentality are Dissociable in LLMs

Abstract page for arXiv paper 2603.28925: Theory of Mind and Self-Attributions of Mentality are Dissociable in LLMs

[2603.28921] Beta-Scheduling: Momentum from Critical Damping as a Diagnostic and Correction Tool for Neural Network Training

Abstract page for arXiv paper 2603.28921: Beta-Scheduling: Momentum from Critical Damping as a Diagnostic and Correction Tool for Neural ...