Latest AI/ML News
9894 articles · arXiv cs.LG
arXiv:2604.01151v3 Announce Type: replace-cross Abstract: As LLM agents are increasingly deployed in multi-agent systems, they introduce risks of cove…
arXiv:2603.19198v3 Announce Type: replace-cross Abstract: We introduce the exponentially weighted signature (EWS), a continuous-time model that comput…
arXiv:2603.02259v3 Announce Type: replace-cross Abstract: Multi-agent systems provide mature abstractions for role decomposition, coordination, and no…
arXiv:2602.14363v2 Announce Type: replace-cross Abstract: This paper presents Adaptive Whole-body Loco-Manipulation, AdaptManip, a fully autonomous fr…
arXiv:2602.10469v2 Announce Type: replace-cross Abstract: We study online fair allocation of $T$ sequentially arriving items among $n$ agents with het…
arXiv:2602.08538v2 Announce Type: replace-cross Abstract: Flow-based generative models have emerged as powerful priors for solving inverse problems. O…
arXiv:2601.22434v2 Announce Type: replace-cross Abstract: Training generative machine learning models to produce synthetic tabular data has become a p…
arXiv:2601.22169v2 Announce Type: replace-cross Abstract: Humans are susceptible to undesirable behaviours and privacy leaks under the influence of al…
arXiv:2601.12758v2 Announce Type: replace-cross Abstract: As large language models are increasingly used in high-stakes domains, it is essential that…
arXiv:2512.06205v3 Announce Type: replace-cross Abstract: The symbol grounding problem asks how a token such as cat can be about cats. We propose a fr…
arXiv:2512.05926v2 Announce Type: replace-cross Abstract: We consider the fundamental problem of balanced $k$-means clustering. In particular, we intr…
arXiv:2512.04696v3 Announce Type: replace-cross Abstract: We develop a flexible feature selection framework based on deep neural networks that approxi…
arXiv:2511.15445v3 Announce Type: replace-cross Abstract: Accurately simulating wave propagation is crucial in fields such as acoustics, electromagnet…
arXiv:2510.15125v3 Announce Type: replace-cross Abstract: Social media platforms play a pivotal role in shaping political discourse, but the scale and…
arXiv:2510.06105v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly shaping how information is created and dissemi…
arXiv:2510.03075v4 Announce Type: replace-cross Abstract: Compositional generalization, the ability to generate novel combinations of known concepts,…
arXiv:2507.12091v2 Announce Type: replace-cross Abstract: This paper presents an improved analysis for sign-based methods with momentum updates. Tradi…
arXiv:2506.11641v2 Announce Type: replace-cross Abstract: Deep autoencoders have become a fundamental tool in various machine learning applications, r…
arXiv:2502.13141v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) are vulnerable to attacks like prompt injection, backdoor attac…
arXiv:2410.22046v4 Announce Type: replace-cross Abstract: Chord progressions encapsulate important information about music, pertaining to its structur…