arXiv:2403.16393v2 Announce Type: replace-cross Abstract: The wide adoption of Large language models (LLMs) makes their dependability a pressing concern. Detection of errors is the first step to mitigating their impact on a system and thus, efficient error detection for LLMs…
arXiv:2507.20999v3 Announce Type: replace Abstract: Large-scale generative models like DeepSeek-R1 and OpenAI-O1 benefit substantially from chain-of-thought (CoT) reasoning, yet pushing their performance typically requires vast data, large model sizes, and full-parameter fine-tuning. While parameter-efficient fine-tuning (PEFT) helps reduce cost, most…
arXiv:2509.06308v2 Announce Type: replace-cross Abstract: This paper studies high-dimensional additive regression under the transfer learning framework, where one observes samples from a target population together with auxiliary samples from different but potentially related regression models. We first introduce a target-only…
arXiv:2504.17356v2 Announce Type: replace-cross Abstract: Feature selection aims to preprocess the target dataset, find an optimal and most streamlined feature subset, and enhance the downstream machine learning task. Among filter, wrapper, and embedded-based approaches, the reinforcement learning (RL)-based subspace exploration…
arXiv:2509.12507v1 Announce Type: cross Abstract: One of the main goals of robotics and intelligent agent research is to enable natural communication with humans in physically situated settings. While recent work has focused on verbal modes such as language and speech,…
Your shopping agent auto-purchases a $499 Pro plan instead of the $49 Basic tier—who’s on the hook: the user, the agent’s developer, or the merchant? This trust gap is a primary blocker for agent-led checkout on today’s payment rails. Google’s…
The cheapest path into MacOS is cheaper than normal today, thanks to this sale.
In this tutorial, we take a deep dive into the capabilities of Zarr, a library designed for efficient storage & manipulation of large, multidimensional arrays. We begin by exploring the basics, creating arrays, setting chunking strategies, and modifying values directly…
The problem arose early Tuesday when the spacecraft’s main engine shut down earlier than expected.
