Zobrazeno 1 - 10
of 7 555
pro vyhledávání: '"A Mahalakshmi"'
Generalization of machine learning models can be severely compromised by data poisoning, where adversarial changes are applied to the training data. This vulnerability has led to interest in certifying (i.e., proving) that such changes up to a certai
Externí odkaz:
http://arxiv.org/abs/2407.10867
Autor:
Patel Khushi, Gnanadesigan Ekambaram, Bijoya Chatterjee, Mansi Nileshkumar Shah, B Mahalakshmi
Publikováno v:
Journal of Clinical and Diagnostic Research, Vol 18, Iss 10, Pp 01-04 (2024)
Introduction: Tobacco use and exposure to Second-Hand Smoke (SHS) are major health hazards for growing children and adolescents. Smokeless Tobacco (SLT) product consumption is a serious health issue both abroad and in India. Children and young people
Externí odkaz:
https://doaj.org/article/94e31c56364947b58c3ec0eca70b9e6a
Publikováno v:
Applied Engineering Letters, Vol 9, Iss 3, Pp 146-161 (2024)
The need to grow in a secure and tranquil environment demands the efforts of an armed force, and only with a strong-armed force can a country ensure its national security. In military activities, communication devices are widely used to confuse enemi
Externí odkaz:
https://doaj.org/article/45c3b90f4e6b404d9ed096a70c13cab1
Test-time defenses are used to improve the robustness of deep neural networks to adversarial examples during inference. However, existing methods either require an additional trained classifier to detect and correct the adversarial samples, or perfor
Externí odkaz:
http://arxiv.org/abs/2307.11672
Autor:
Cagnetta, Francesco, Oliveira, Deborah, Sabanayagam, Mahalakshmi, Tsilivis, Nikolaos, Kempe, Julia
Lecture notes from the course given by Professor Julia Kempe at the summer school "Statistical physics of Machine Learning" in Les Houches. The notes discuss the so-called NTK approach to problems in machine learning, which consists of gaining an und
Externí odkaz:
http://arxiv.org/abs/2307.02693
Understanding the properties of well-generalizing minima is at the heart of deep learning research. On the one hand, the generalization of neural networks has been connected to the decision boundary complexity, which is hard to study in the high-dime
Externí odkaz:
http://arxiv.org/abs/2306.07104
Publikováno v:
Indian Journal of Dental Research, Vol 26, Iss 2, Pp 144-147 (2015)
Background: Insertion of the intraoral prosthesis causes deflection of the tongue, soft palate affecting the patency of the airway. Aims: To evaluate the cephalometric soft tissue variation in tongue, soft palate, and its effect on posterior airway s
Externí odkaz:
https://doaj.org/article/f11d7d7341a64b0d94be26edebb6f75d
Publikováno v:
Journal of Integrated Care, 2024, Vol. 32, Issue 3, pp. 313-320.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JICA-03-2024-0015
Publikováno v:
VUCA and Other Analytics in Business Resilience, Part A
Autor:
Saravana Babu Chidambaram, Nikhilesh Anand, Sudhir Rama Varma, Srinivasan Ramamurthy, Chandrasekaran Vichitra, Ambika Sharma, Arehally M. Mahalakshmi, Musthafa Mohamed Essa
Publikováno v:
IBRO Neuroscience Reports, Vol 16, Iss , Pp 373-394 (2024)
Superoxide dismutase (SOD) is a common antioxidant enzyme found majorly in living cells. The main physiological role of SOD is detoxification and maintain the redox balance, acts as a first line of defence against Reactive nitrogen species (RNS), Rea
Externí odkaz:
https://doaj.org/article/ced53bf483f4470c812edcf6aade8628