Latest AI/ML News
9894 articles · arXiv cs.LG
arXiv:2508.19073v4 Announce Type: replace-cross Abstract: Deep learning training commonly runs on shared multi-tenant GPU servers, where exclusive all…
arXiv:2508.16821v2 Announce Type: replace-cross Abstract: We introduce PuzzleJAX, a GPU-accelerated puzzle game engine and description language design…
arXiv:2506.17874v3 Announce Type: replace-cross Abstract: In many real-world applications, ensuring the robustness and stability of deep neural networ…
arXiv:2503.22764v3 Announce Type: replace-cross Abstract: The large language model (LLM) is typically integrated into the mainstream optimization prot…
arXiv:2501.18158v4 Announce Type: replace-cross Abstract: Cryptocurrencies are widely used, yet current methods for analyzing transactions often rely…
arXiv:2410.21917v3 Announce Type: replace-cross Abstract: The identifiability analysis of linear Ordinary Differential Equation (ODE) systems is a nec…
arXiv:2410.05479v2 Announce Type: replace-cross Abstract: Uncertainty-aware explanation methods often produce several alternatives for the same predic…
arXiv:2407.07111v2 Announce Type: replace-cross Abstract: The rapid development of diffusion models (DMs) has significantly advanced image and video a…
arXiv:2405.08101v4 Announce Type: replace-cross Abstract: Public data do not identify high-frequency trading (HFT), and standard proxies do not separa…
arXiv:2610.06694v2 Announce Type: replace Abstract: Graph foundation models aim to transfer across graphs, feature spaces, relational schemas, and pre…
arXiv:2610.06505v2 Announce Type: replace Abstract: Proactive AI assistants continuously observe a user's activity and decide whether to provide new g…
arXiv:2610.06095v2 Announce Type: replace Abstract: Operator-learning benchmarks are stored at full precision and have grown to terabyte scale. Rate-d…
arXiv:2610.05108v2 Announce Type: replace Abstract: Diffusion models achieve strong generative performance but often struggle to align generated sampl…
arXiv:2610.05048v2 Announce Type: replace Abstract: On-policy self-distillation (OPSD) provides dense token-level supervision without a second model:…
arXiv:2610.04946v2 Announce Type: replace Abstract: Cross-system transfer of longitudinal Electronic Health Record (EHR) representations is challengin…
arXiv:2610.04143v2 Announce Type: replace Abstract: Most feature-based choice models, classical and deep, score items and apply a single softmax. We i…
arXiv:2610.04142v2 Announce Type: replace Abstract: Modern training on a new task often starts from a previously trained model rather than from scratc…
arXiv:2610.03945v2 Announce Type: replace Abstract: A constrained optimization problem may involve a parameter in its objective and active constraints…
arXiv:2610.03372v3 Announce Type: replace Abstract: Training long-horizon agents to solve complex tasks requires effective supervision over extended i…
arXiv:2610.02659v2 Announce Type: replace Abstract: Modern state space models (SSMs), such as Mamba2, provide a compelling alternative to transformers…