by instadatahelp | Sep 4, 2023 | AI Blogs
New Sequence Results and Improved Algorithmic Guarantees for Asynchronous Iterations in Optimization Authors: Hamid Reza Feyzmahdavian, Mikael Johansson; Published in Journal of Machine Learning Research, 24(158):1−75, 2023. Abstract This paper presents novel...
by instadatahelp | Sep 4, 2023 | AI Blogs
arXivLabs is a platform where collaborators can develop and share new features for arXiv directly on our website. Both individuals and organizations that are involved with arXivLabs have embraced and accepted our core values of openness, community, excellence, and...
by instadatahelp | Sep 4, 2023 | AI Blogs
Density Estimation on Low-Dimensional Manifolds: An Inflation-Deflation Approach Authors: Christian Horvat, Jean-Pascal Pfister; Volume 24, Issue 61, Pages 1-37, 2023. Abstract Normalizing flows (NFs) are density estimators that use neural networks. However, NFs have...
by instadatahelp | Sep 4, 2023 | AI Blogs
We present a novel approach called the Independent Component Laplace Process (ICLP) mechanism for releasing differentially private functional summaries. Unlike previous methods that assume finite-dimensional data trajectories, our approach treats the functional...
by instadatahelp | Sep 4, 2023 | AI Blogs
Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations Authors: Arnab Ganguly, Riten Mitra, Jinpu Zhou; 24(159):1−39, 2023. Abstract This paper focuses on two main topics. The first part of the paper presents general...
by instadatahelp | Sep 4, 2023 | AI Blogs
The modern financial electronic exchanges are dynamic and fast-moving marketplaces where billions of dollars are exchanged daily. However, these exchanges are also susceptible to manipulation and fraudulent activities. Traditionally, identifying such activities has...
