Delve into the cutting edge of Artificial Intelligence with our dedicated Research Paper section.
Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty Shaocong Ma, Ziyi Chen, Shaofeng Zou, Yi Zhou; 24(371):1−40, 2023. Abstract The Markov game is a popular reinforcement learning framework for modeling competitive players in a dynamic environment. However, most…
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Dark patterns are deceptive user interface designs for online services that make users behave in unintended ways. Dark patterns, such as privacy invasion, financial loss, and emotional distress, can harm users. These issues have been the subject of considerable debate…
Text-to-image generation is conducted through Generative Adversarial Networks (GANs) or transformer models. However, the current challenge lies in accurately generating images based on textual descriptions, especially in scenarios where the content and theme of the target image are ambiguous. In…
The growing popularity of generative artificial intelligence (AI) chatbots such as ChatGPT is having transformative effects on social media. As the prevalence of AI-generated content grows, concerns have been raised regarding privacy and misinformation online. Among social media platforms, Discord…
[Submitted on 8 Jan 2024] Download a PDF of the paper titled Predicting the structure of dynamic graphs, by Sevvandi Kandanaarachchi Download PDF HTML (experimental) Abstract:Dynamic graph embeddings, inductive and incremental learning facilitate predictive tasks such as node classification and…
Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-smooth, Non-convex Phase Retrieval Yan Shuo Tan, Roman Vershynin; 24(58):1−47, 2023. Abstract In recent literature, a general two step procedure has been formulated for solving the problem of phase retrieval. First, a…
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy.…
A key concern of automatic process discovery is to provide insights into performance aspects of business processes. Waiting times are of particular importance in this context. For that reason, it is surprising that current techniques for automatic process discovery generate…
Outlier-Robust Subsampling Techniques for Persistent Homology Bernadette J. Stolz; 24(90):1−35, 2023. Abstract In recent years, persistent homology has been successfully applied to real-world data in many different settings. Despite significant computational advances, persistent homology algorithms do not yet scale to…
[Submitted on 22 Oct 2023] Download a PDF of the paper titled Automated Localization of Blood Vessels in Retinal Images, by Vahid Mohammadi Safarzadeh Download PDF Abstract:Vessel structure is one of the most important parts of the retina which physicians…
Metasurfaces have widespread applications in fifth-generation (5G) microwave communication. Among the metasurface family, free-form metasurfaces excel in achieving intricate spectral responses compared to regular-shape counterparts. However, conventional numerical methods for free-form metasurfaces are time-consuming and demand specialized expertise. Alternatively, recent…