Discover how Managed Service Providers (MSPs) can optimize their budget management with these proven efficiency strategies in our latest blog. Learn practical tips and actionable insights to streamline operations, reduce costs, and enhance profitability. Dive into our comprehensive guide to boost your MSP's financial health and operational success today!
This document gives a concise outline of some of the common mistakes that occur when using machine learning techniques, and what can be done to avoid them. It is intended primarily as a guide for research students, and focuses on issues that are of particular concern within academic research, such as the need to do rigorous comparisons and reach valid conclusions. It covers five stages of the machine learning process: what to do before model building, how to reliably build models, how to robustly evaluate models, how to compare models fairly, and how to report results
A captivating visualization by Financial Times that provides an in-depth understanding of how transformers work in the realm of Generative AI. It offers insights into the mechanics and intricacies of transformer architectures, showcasing the beauty of today's Large Language Models (LLMs).
Machine learning covers a lot of ground but it is also capable of making bad decision. We’ve also reached a stage of hype that folks forget that many classification problems can be handled by natural intelligence too. This package contains scikit-learn compatible tools that should make it easier to construct and benchmark rule based systems that are designed by humans. You can also use it in combination with ML models
C. Endres, T. Schwartz, and C. Müller. Proceedings of IUI '11: 16th International Conference on Intelligent User Interfaces, Palo Alto, CA, USA, page 327-330. (2011)
M. Ribeiro, S. Singh, and C. Guestrin. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, page 97--101. San Diego, California, Association for Computational Linguistics, (June 2016)
M. Phillips, J. Nguyen, and A. Mischke. Advances in Speech Recognition: Mobile Environments, Call Centers and Clinics, chapter 3, Springer, New York, (2010)
R. Neßelrath, and J. Alexandersson. Proceedings of the 6th IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems, Pasadena, CA, USA, page 46-51. (2009)
K. Arulkumaran, M. Deisenroth, M. Brundage, and A. Bharath. (2017)cite arxiv:1708.05866Comment: IEEE Signal Processing Magazine, Special Issue on Deep Learning for Image Understanding (arXiv extended version).
Y. Gil, and V. Ratnakar. Proceedings of the 15th International Florida Artificial Intelligence Research Society Conference, page 413--418. Menlo Park, CA, AAAI Press, (2002)
M. Vasirani, and S. Ossowski. Auctions, Market Mechanisms, and Their Applications: Second International ICST Conference, AMMA 2011, New York, NY, USA, volume 80 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Springer, Heidelberg, (2012)
C. Duarte, and L. Carrico. Proceedings of IUI '06: 10th International Conference on Intelligent User Interfaces, Sydney, Australia, page 132-139. (2006)
M. Tran, B. Hirsbrunner, and M. Courant. MPAC '05: Proceedings of the 3rd International Workshop on Middleware for Pervasive and Ad-hoc Computing, Grenoble, France, page 1-8. New York, NY, USA, ACM, (2005)
V. Majuntke, G. Schiele, K. Spohrer, M. Handte, and C. Becker. Proceedings of the Sixth International Conference on Intelligent Environments (IE 2010), Kuala Lumpur, Malaysia, page 178--184. Los Alamitos, CA, IEEE Computer Society CPS, (2010)
G. Neumann, and B. Sacaleanu. Evaluating Systems for Multilingual and Multimodal Information Access: 4th Workshop of the Cross-Language Evaluation Forum, CLEF 2003, Trondheim, Norway, volume 3237 of Lecture Notes in Computer Science, Springer, Berlin, (2004)
L. Abele, L. Ollinger, I. Heck, and M. Kleinsteuber. Trends in Intelligent Robotics, Automation, and Manufacturing: First International Conference, IRAM 2012, Kuala Lumpur, Malaysia, 330, Springer, Heidelberg, (2012)
A. Prange, D. Schmidt, and D. Sonntag. 30th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2017, Thessaloniki, Greece, June 22--24, 2017, page 773--774. Los Alamitos, CA, IEEE Computer Society, (2017)
D. Sonntag, N. Reithinger, G. Herzog, and T. Becker. Spoken Dialogue Systems for Ambient Environments: Second International Workshop, IWSDS 2010, Gotemba, Shizuoka, Japan, volume 6392 of Lecture Notes in Artificial Intelligence, Springer, Berlin, (2010)
A. Mavrommatis, A. Artikis, A. Skarlatidis, and G. Paliouras. Proceedings of the 2nd Workshop on Artificial Intelligence and Internet of Things (AI-IoT 2016), The Hague, Netherlands, volume 1724 of CEUR Workshop Proceedings, page 31--37. RWTH Aachen, Sun SITE Central Europe, (2016)
R. Poli, W. Langdon, and N. McPhee. Published via http://lulu.com and freely
available at
http://www.gp-field-guide.org.uk, (2008)(With contributions by J. R. Koza).
F. Flippo, A. Krebs, and I. Marsic. Proceedings of the 5th International Conference on Multimodal Interfaces (ICMI '03), Vancouver, Canada, page 109-116. (2003)
P. Lobo, T. Romão, A. Dias, and J. Danado. Ambient Intelligence: European Conference, AmI 2009, Salzburg, Austria, volume 5859 of Lecture Notes in Computer Science, Springer, Berlin, (2009)
T. Pederson, C. Ardito, P. Bottoni, and M. Costabile. Advances in Conceptual Modeling -- Challenges and Opportunities: ER 2008 Workshops CMLSA, ECDM, FP-UML, M2AS, RIGiM, SeCoGIS, WISM, Barcelona, Spain, volume 5232 of Lecture Notes in Computer Science, (2008)
D. Clark, C. Partridge, C. Ramming, and J. Wroclawski. SIGCOMM '03: Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications, page 3--10. New York, NY, USA, ACM Press, (2003)
D. Clark, C. Partridge, C. Ramming, and J. Wroclawski. SIGCOMM '03: Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications, page 3--10. New York, NY, USA, ACM Press, (2003)