Research · Algorithms
Algorithms research focuses on performance, efficient use of resources and scalability of computational methods.
Contributors work on general design, experimental evaluation and practical implementation of algorithms.
The rapid increase in computer power coupled with the decrease in its cost has allowed algorithms that were
previous too slow or too costly to become feasible, including multi-layer neural networks, known as deep learning.
This group collaborates, consolidates and formalizes best practices for information processing in multiple domains
of life science systems.
AlgorithmsUniversal principles of computation
Algorithms Research Group
Open | Enrolling
DeepMind Discovering Reinforcement Learning Algorithms
ICSI Richard Karp
PubMed Universal inference
Google The Algebra of Mohammed Ben Musa
PubMed Simple mathematical models with very complicated dynamics.
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PubMed Journal of Computational and Applied Mathematics
PubMed Mathematical Medicine and Biology
PubMed Mathematical Programming
PubMed Mathematical Biosciences
PubMed Neural Networks
PubMed Artificial Intelligence in Medicine
PubMed Journal of Computational Biology
PubMed Journal of Bioinformatics and Computational Biology
PubMed Computational and Mathematical Methods in Medicine
PubMed IEEE Transactions on Neural Networks and Learning Systems
PubMed IEEE Transactions on Pattern Analysis and Machine Intelligence
PubMed IEEE/ACM Transactions on Computational Biology and Bioinformatics