Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorizationby Idan Attias, Gintare Karolina…
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Productionby…
Integrating ChatGPT into Secure Hospital Networks: A Case Study on Improving Radiology Report Analysisby Kyungsu…
Transformers Can Achieve Length Generalization But Not Robustlyby Yongchao Zhou, Uri Alon, Xinyun Chen, Xuezhi…
Loss Shaping Constraints for Long-Term Time Series Forecastingby Ignacio Hounie, Javier Porras-Valenzuela, Alejandro RibeiroFirst submitted…
GraSSRep: Graph-Based Self-Supervised Learning for Repeat Detection in Metagenomic Assemblyby Ali Azizpour, Advait Balaji, Todd…
Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inferenceby Harry…
AQA-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Abilityby Siwei Yang, Bingchen Zhao, Cihang…
An Enhanced Analysis of Traffic Intelligence in Smart Cities Using Sustainable Deep Radial Functionby Ayad…
Optimistic Thompson Sampling for No-Regret Learning in Unknown Gamesby Yingru Li, Liangqi Liu, Wenqiang Pu,…