ABSTRACT: Oracle-based quantum algorithms cannot use deep loops because quantum states exist only as mathematical amplitudes in Hilbert space with no physical substrate. Critically, quantum wave ...

Abstract: Summary form only given. Here we present a disk-based parallel formulation of the multilevel k-way hypergraph partitioning algorithm. This algorithm provides the capability to partition very ...

Differential privacy (DP) stands as the gold standard for protecting user information in large-scale machine learning and data analytics. A critical task within DP is partition selection—the process ...

Abstract: With the widespread application of unmanned aerial vehicles (UAVs) in military and logistics domains, the demand for enhancing task execution efficiency and optimizing resource allocation ...

Offline, in real-world Los Angeles, most Angelenos are having a perfectly normal day. But online, the fires and riots are still raging. The powerful algorithms that fuel social media platforms are ...

Genomics is playing an important role in transforming healthcare. Genetic data, however, is being produced at a rate that far outpaces Moore’s Law. Many efforts have been made to accelerate genomics ...

ABSTRACT: Clustering is an unsupervised machine learning technique used to organize unlabeled data into groups based on similarity. This paper applies the K-means and Fuzzy C-means clustering ...

If I use GP algorithm for partition (for SIFT1B dataset), what is the minimum memory required? Will the memory required be related to the number of partitions? In paper, use 2TB RAM, is that the ...

To implement an algorithm that gives, the minimum no. of partitions you will have to do in a string, such that each resultant sub string will be a palindrome. ex: for a given string S: "NITIK" we can ...