Q&A: Algorithm achieves near end-to-end genome assembly without ultra-long DNA sequencing

Haoyu Cheng, Ph.D., assistant professor of biomedical informatics and data science at Yale School of Medicine, has developed a new algorithm capable of building complete human genomes using standard ...
Opinion
Communications of the ACMOpinion

Addressing the Complexity of Computation

Lance Fortnow on the current status and future outlook of solving the P-NP problem.
AlphaGalileo

Deterministic Streaming Algorithms for Non-monotone Submodular Maximization

Submodular maximization is a significant area of interest in combinatorial optimization, with numerous real-world applications. A research team led by Xiaoming SUN from the State Key Lab of Processors ...
SiliconANGLE

Neuro7 combines deterministic AI with autonomous reasoning to prevent agent hallucinations

Service intelligence startup Neuron7 Inc. said today it has come up with a solution to solve the reliability challenges that prevent enterprises from adopting artificial intelligence agents. That ...
GitHub

torch.compile generated wrong graph when tracing torch.use_deterministic_algorithms

import torch @torch.compile(backend="inductor") def fn(src, index, base_tensor): src = src + 10 torch.use_deterministic_algorithms(True) base_tensor.scatter_(0, index ...
Scientific Research Publishing

Buhrman, H. and de Wolf, R. (2002) Complexity Measures and Decision Tree Complexity: A Survey. Theoretical Computer Science, 288, 21-43.

ABSTRACT: We consider various tasks of recognizing properties of DRSs (Decision Rule Systems) in this paper. As solution algorithms, DDTs (Deterministic Decision Trees) and NDTs (Nondeterministic ...
Scientific Research Publishing

Hartmanis, J. and Hemachandra, L.A. (1987) One-Way Functions, Robustness, and the Non-Isomorphism of NP-Complete Sets. Proceedings of the Second Annual Conference on Structure ...

ABSTRACT: We consider various tasks of recognizing properties of DRSs (Decision Rule Systems) in this paper. As solution algorithms, DDTs (Deterministic Decision Trees) and NDTs (Nondeterministic ...
Traders Magazine

Client Algorithms Create Compliance and Operational Complexity for Sell-Side Desks

One of the most complex areas for sell-side execution desks today is dealing with client algorithms, according to the Acuiti’s Q3 Sell-Side Execution Management Insight Report. According to the ...