FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning
arXiv:2511.14715v2 Announce Type: replace-cross Abstract: Federated learning (FL) enables collaborative model training while preserving data privacy. However, it remains vulnerable…
Insights from the ICLR Peer Review and Rebuttal Process
arXiv:2511.15462v1 Announce Type: cross Abstract: Peer review is a cornerstone of scientific publishing, including at premier machine learning conferences such…
TSFM in-context learning for time-series classification of bearing-health status
arXiv:2511.15447v1 Announce Type: cross Abstract: This paper introduces a classification method using in-context learning in time-series foundation models (TSFM). We…
SweeperBot: Making 3D Browsing Accessible through View Analysis and Visual Question Answering
arXiv:2511.14567v2 Announce Type: replace-cross Abstract: Accessing 3D models remains challenging for Screen Reader (SR) users. While some existing 3D viewers…
Imagine in Space: Exploring the Frontier of Spatial Intelligence and Reasoning Efficiency in Vision Language Models
arXiv:2511.13782v1 Announce Type: new Abstract: Large language models (LLMs) and vision language models (VLMs), such as DeepSeek R1,OpenAI o3, and…
Batch Acquisition Function Evaluations and Decouple Optimizer Updates for Faster Bayesian Optimization
arXiv:2511.13625v2 Announce Type: replace-cross Abstract: Bayesian optimization (BO) efficiently finds high-performing parameters by maximizing an acquisition function, which models the…
Effective Diversification of Multi-Carousel Book Recommendation
arXiv:2511.14461v1 Announce Type: cross Abstract: Using multiple carousels, lists that wrap around and can be scrolled, is the basis for…
Analyzing the Impact of Participant Failures in Cross-Silo Federated Learning
arXiv:2511.14456v1 Announce Type: cross Abstract: Federated learning (FL) is a new paradigm for training machine learning (ML) models without sharing…