by Anurishi Jain | Sep 1, 2023 | News
Zomato, the food delivery platform and restaurant aggregator, has launched an AI chatbot called Zomato AI. The chatbot is designed to personalize the food ordering experience for users by taking into account their preferences, dietary needs, and current moods. Zomato...
by instadatahelp | Sep 1, 2023 | AI Blogs
Random Feature Neural Networks: Learning Black-Scholes Type PDEs Without the Curse of Dimensionality By Lukas Gonon; 24(189):1−51, 2023. Abstract This study explores the application of random feature neural networks in learning Kolmogorov partial...
by instadatahelp | Sep 1, 2023 | AI Blogs
arXivLabs is a platform where collaborators can create and share new features for arXiv directly on our website. Both individuals and organizations that participate in arXivLabs are aligned with our values of openness, community, excellence, and user data privacy. We...
by instadatahelp | Sep 1, 2023 | AI Blogs
Benign overfitting in ridge regression Alexander Tsigler, Peter L. Bartlett; 24(123):1−76, 2023. Abstract Many modern applications of deep learning involve neural networks with a large number of parameters compared to the amount of training data. This has led to a...
by instadatahelp | Sep 1, 2023 | AI Blogs
This paper presents a new method called Prox-SubGrad for solving nonconvex and nonsmooth optimization problems without the need for Lipschitz continuity conditions. The authors introduce several subgradient upper bounds and discuss their relationships. These upper...
by instadatahelp | Sep 1, 2023 | AI Blogs
Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees Solveig Klepper, Christian Elbracht, Diego Fioravanti, Jakob Kneip, Luca Rendsburg, Maximilian Teegen, Ulrike von Luxburg; Volume 24, Issue 190, Pages 1-56, 2023. Abstract Tangles were...
by instadatahelp | Sep 1, 2023 | AI Blogs
Despite the growing adoption of remote working during the pandemic, there is a concern about the decreased efficiency in this type of work. One of the reasons for this is the lack of non-verbal cues, such as facial expressions and body language, in text-based...
by instadatahelp | Sep 1, 2023 | AI Blogs
We are thrilled to announce that response streaming is now available through Amazon SageMaker real-time inference. This new feature allows you to continuously stream inference responses back to the client when using SageMaker real-time inference, enabling you to build...
by instadatahelp | Sep 1, 2023 | AI Blogs
Statistical Robustness of Empirical Risks in Machine Learning Shaoyan Guo, Huifu Xu, Liwei Zhang; 24(125):1−38, 2023. Abstract This paper investigates the convergence of empirical risks in reproducing kernel Hilbert spaces (RKHS). Previous research has assumed that...
by instadatahelp | Sep 1, 2023 | AI Blogs
Introducing ToddlerBERTa, a language model similar to BabyBERTa, that we have developed to explore its capabilities. We have experimented with five different models, each having different hyperparameters. To evaluate the performance of ToddlerBERTa, we have tested it...
