Latest AI/ML News
9894 articles · arXiv cs.LG
arXiv:2605.20740v2 Announce Type: replace Abstract: Large language models (LLMs) have emerged as flexible regressors capable of predicting real-valued…
arXiv:2605.18882v2 Announce Type: replace Abstract: LLM agents exhibit a consistent tendency to over-call, invoking tools even in situations where non…
arXiv:2605.18618v3 Announce Type: replace Abstract: Constrained Machine Learning (CML) enables fairness-aware training, physics-informed neural networ…
arXiv:2605.10680v2 Announce Type: replace Abstract: This paper proposes a framework generalizing recent proxy-based unlearning methods and proves theo…
arXiv:2605.09364v2 Announce Type: replace Abstract: This paper investigates robust representation learning in offline goal-conditioned reinforcement l…
arXiv:2604.26070v3 Announce Type: replace Abstract: Causal inference in continuous-time sequential decision problems is challenged by hidden confoundi…
arXiv:2604.23705v2 Announce Type: replace Abstract: The benefits usually attributed to skip connections are optimization-theoretic: a smoother loss la…
arXiv:2604.07925v2 Announce Type: replace Abstract: The self-attention mechanism is central to the success of Transformer architectures. However, stan…
arXiv:2604.03614v3 Announce Type: replace Abstract: Global optimization of black-box functions from noisy samples is a fundamental challenge in machin…
arXiv:2604.02691v2 Announce Type: replace Abstract: Deep learning based semantic communication has achieved significant progress in wireless image tra…
arXiv:2603.29135v3 Announce Type: replace Abstract: Autonomous experimental systems are increasingly used in materials research to accelerate scientif…
arXiv:2603.21276v2 Announce Type: replace Abstract: The growing demand for on-device large language model (LLM) services on mobile edge devices has dr…
arXiv:2603.04364v2 Announce Type: replace Abstract: Multimodal web agents that process both screenshots and accessibility trees are increasingly deplo…
arXiv:2602.17050v4 Announce Type: replace Abstract: Embedding tables are critical components of large-scale recommendation systems, facilitating the e…
arXiv:2602.11958v2 Announce Type: replace Abstract: Linear attention offers an efficient alternative to full attention with a fixed-size recurrent sta…
arXiv:2602.01564v3 Announce Type: replace Abstract: We study the mean-field Langevin descent-ascent (MFL-DA), a coupled optimization dynamics on the s…
arXiv:2601.20571v3 Announce Type: replace Abstract: Asynchronous primal-dual methods for decentralized non-smooth convex optimization often require ea…
arXiv:2601.19595v2 Announce Type: replace Abstract: The deployment of Artificial Intelligence in high-risk domains, such as finance and healthcare, ne…
arXiv:2512.23441v2 Announce Type: replace Abstract: Temporally aware image representations are crucial for capturing disease progression in 3D volumes…
arXiv:2512.23073v2 Announce Type: replace Abstract: Fine-tuning has become the dominant paradigm for adapting Vision-Language Models (VLMs), yet most…