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

AI Hiring Growth: AI and ML Hiring Surges 37% in Marche

[2603.22367] Reasoner-Executor-Synthesizer: Scalable Agentic Architecture with Static O(1) Context Window

Abstract page for arXiv paper 2603.22367: Reasoner-Executor-Synthesizer: Scalable Agentic Architecture with Static O(1) Context Window

[2603.23318] Robustness Quantification for Discriminative Models: a New Robustness Metric and its Application to Dynamic Classifier Selection

Abstract page for arXiv paper 2603.23318: Robustness Quantification for Discriminative Models: a New Robustness Metric and its Applicatio...

[2603.22366] Modeling Quantum Federated Autoencoder for Anomaly Detection in IoT Networks

Abstract page for arXiv paper 2603.22366: Modeling Quantum Federated Autoencoder for Anomaly Detection in IoT Networks

[2603.23282] A Comparative Study of Machine Learning Models for Hourly Forecasting of Air Temperature and Relative Humidity

Abstract page for arXiv paper 2603.23282: A Comparative Study of Machine Learning Models for Hourly Forecasting of Air Temperature and Re...

[2603.22365] Q-AGNN: Quantum-Enhanced Attentive Graph Neural Network for Intrusion Detection

Abstract page for arXiv paper 2603.22365: Q-AGNN: Quantum-Enhanced Attentive Graph Neural Network for Intrusion Detection

[2603.23268] SafeSeek: Universal Attribution of Safety Circuits in Language Models

Abstract page for arXiv paper 2603.23268: SafeSeek: Universal Attribution of Safety Circuits in Language Models

[2603.23255] Permutation-Symmetrized Diffusion for Unconditional Molecular Generation

Abstract page for arXiv paper 2603.23255: Permutation-Symmetrized Diffusion for Unconditional Molecular Generation

[2603.23245] Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning

Abstract page for arXiv paper 2603.23245: Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning

[2603.23220] General Machine Learning: Theory for Learning Under Variable Regimes

Abstract page for arXiv paper 2603.23220: General Machine Learning: Theory for Learning Under Variable Regimes

[2603.22341] T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

Abstract page for arXiv paper 2603.22341: T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

[2603.23198] Sparser, Faster, Lighter Transformer Language Models

Abstract page for arXiv paper 2603.23198: Sparser, Faster, Lighter Transformer Language Models

[2603.22335] Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation

Abstract page for arXiv paper 2603.22335: Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation

[2603.23140] DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models

Abstract page for arXiv paper 2603.23140: DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models

[2603.23129] Polaris: A Gödel Agent Framework for Small Language Models through Experience-Abstracted Policy Repair

Abstract page for arXiv paper 2603.23129: Polaris: A Gödel Agent Framework for Small Language Models through Experience-Abstracted Policy...

[2603.23086] Policy-based Tuning of Autoregressive Image Models with Instance- and Distribution-Level Rewards

Abstract page for arXiv paper 2603.23086: Policy-based Tuning of Autoregressive Image Models with Instance- and Distribution-Level Rewards

[2603.22327] AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI

Abstract page for arXiv paper 2603.22327: AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI

[2603.23076] MsFormer: Enabling Robust Predictive Maintenance Services for Industrial Devices

Abstract page for arXiv paper 2603.23076: MsFormer: Enabling Robust Predictive Maintenance Services for Industrial Devices

[2603.23072] Generalization Bounds for Physics-Informed Neural Networks for the Incompressible Navier-Stokes Equations

Abstract page for arXiv paper 2603.23072: Generalization Bounds for Physics-Informed Neural Networks for the Incompressible Navier-Stokes...

[2603.23043] Assessing the Robustness of Climate Foundation Models under No-Analog Distribution Shifts

Abstract page for arXiv paper 2603.23043: Assessing the Robustness of Climate Foundation Models under No-Analog Distribution Shifts

[2603.23016] A Sobering Look at Tabular Data Generation via Probabilistic Circuits

Abstract page for arXiv paper 2603.23016: A Sobering Look at Tabular Data Generation via Probabilistic Circuits