Search

Your search keyword '"Sharma Amit"' showing total 9,133 results
Start Over Author "Sharma Amit"
9,133 results on '"Sharma Amit"'

213. Causally Constrained Data Synthesis for Private Data Release

Author

Chandrasekaran, Varun, Edge, Darren, Jha, Somesh, Sharma, Amit, Zhang, Cheng, and Tople, Shruti

Subjects
Computer Science - Machine Learning, Computer Science - Cryptography and Security
Abstract

Making evidence based decisions requires data. However for real-world applications, the privacy of data is critical. Using synthetic data which reflects certain statistical properties of the original data preserves the privacy of the original data. To this end, prior works utilize differentially private data release mechanisms to provide formal privacy guarantees. However, such mechanisms have unacceptable privacy vs. utility trade-offs. We propose incorporating causal information into the training process to favorably modify the aforementioned trade-off. We theoretically prove that generative models trained with additional causal knowledge provide stronger differential privacy guarantees. Empirically, we evaluate our solution comparing different models based on variational auto-encoders (VAEs), and show that causal information improves resilience to membership inference, with improvements in downstream utility.

Published
2021

214. On Cofibrations of Permutative categories

Author

Sharma, Amit

Subjects
Mathematics - Category Theory, Mathematics - Algebraic Topology
Abstract

In this note we introduce a notion of free cofibrations of permutative categories. We show that each cofibration of permutative categories is a retract of a free cofibration.

Published
2021

215. Technology Readiness Levels for Machine Learning Systems

Author

Lavin, Alexander, Gilligan-Lee, Ciarán M., Visnjic, Alessya, Ganju, Siddha, Newman, Dava, Baydin, Atılım Güneş, Ganguly, Sujoy, Lange, Danny, Sharma, Amit, Zheng, Stephan, Xing, Eric P., Gibson, Adam, Parr, James, Mattmann, Chris, and Gal, Yarin

Subjects
Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Software Engineering
Abstract

The development and deployment of machine learning (ML) systems can be executed easily with modern tools, but the process is typically rushed and means-to-an-end. The lack of diligence can lead to technical debt, scope creep and misaligned objectives, model misuse and failures, and expensive consequences. Engineering systems, on the other hand, follow well-defined processes and testing standards to streamline development for high-quality, reliable results. The extreme is spacecraft systems, where mission critical measures and robustness are ingrained in the development process. Drawing on experience in both spacecraft engineering and ML (from research through product across domain areas), we have developed a proven systems engineering approach for machine learning development and deployment. Our "Machine Learning Technology Readiness Levels" (MLTRL) framework defines a principled process to ensure robust, reliable, and responsible systems while being streamlined for ML workflows, including key distinctions from traditional software engineering. Even more, MLTRL defines a lingua franca for people across teams and organizations to work collaboratively on artificial intelligence and machine learning technologies. Here we describe the framework and elucidate it with several real world use-cases of developing ML methods from basic research through productization and deployment, in areas such as medical diagnostics, consumer computer vision, satellite imagery, and particle physics.

Published
2021
Full Text
View/download PDF

216. Gastroduodenal Perforation

Author

Sharma, Amit, Khan, Mansoor Ali, Coccolini, Federico, Series Editor, Coimbra, Raul, Series Editor, Kirkpatrick, Andrew W., Series Editor, Di Saverio, Salomone, Series Editor, Ansaloni, Luca, Editorial Board Member, Balogh, Zsolt, Editorial Board Member, Biffl, Walt, Editorial Board Member, Catena, Fausto, Editorial Board Member, Davis, Kimberly, Editorial Board Member, Ferrada, Paula, Editorial Board Member, Fraga, Gustavo, Editorial Board Member, Ivatury, Rao, Editorial Board Member, Kluger, Yoram, Editorial Board Member, Leppaniemi, Ari, Editorial Board Member, Maier, Ron, Editorial Board Member, Moore, Ernest E., Editorial Board Member, Napolitano, Lena, Editorial Board Member, Peitzman, Andrew, Editorial Board Member, Reilly, Patrick, Editorial Board Member, Rizoli, Sandro, Editorial Board Member, Sakakushev, Boris E., Editorial Board Member, Sartelli, Massimo, Editorial Board Member, Scalea, Thomas, Editorial Board Member, Spain, David, Editorial Board Member, Stahel, Philip, Editorial Board Member, Sugrue, Michael, Editorial Board Member, Velmahos, George, Editorial Board Member, Weber, Dieter, Editorial Board Member, Podda, Mauro, editor, Lim, Robert B., editor, and Chiarugi, Massimo, editor

Published
2023
Full Text
View/download PDF

222. Empirical Study of Semantic Analysis to Generate True Time Authenticity Scores for Subreddits Microblogging

Author

Sharma, Amit Kumar, Chaurasia, Sandeep, Gupta, Vibhakar, Chowdhury, Mrityunjoy, Srivastava, Devesh Kumar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Roy, Satyabrata, editor, Sinwar, Deepak, editor, Dey, Nilanjan, editor, Perumal, Thinagaran, editor, and Tavares, João Manuel R. S., editor

Published
2023
Full Text
View/download PDF

232. Optimization of MRR and TWR in Electric Discharge Drilling of Ti-Alloy Using Hybrid Approach of Taguchi-Based GRA and PCA

Author

Arif, Md. Tasnim, Sharma, Amit, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Haddar, Mohamed, Editorial Board Member, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Phanden, Rakesh Kumar, editor, Kumar, Ravinder, editor, Pandey, Pulak Mohan, editor, and Chakraborty, Ayon, editor

Published
2023
Full Text
View/download PDF

233. Mixing and Filtration

Author

Rana, Dhwani, Patel, Rikin, Sharma, Amit, Salave, Sagar, Benival, Derajram, Salomon, Claudio, Series Editor, Zavod, Robin, Founding Editor, and Jindal, Anil B., editor

Published
2023
Full Text
View/download PDF

234. Rapid Mixer Granulator

Author

Patel, Rikin, Salve, Siddharth, Rana, Dhwani, Sharma, Amit, Bharathi, K., Salave, Sagar, Benival, Derajram, Salomon, Claudio, Series Editor, Zavod, Robin, Founding Editor, and Jindal, Anil B., editor

Published
2023
Full Text
View/download PDF

235. Graph Neural Network-Based Anomaly Detection in Blockchain Network

Author

Sharma, Amit, Singh, Pradeep Kumar, Podoplelova, Elizaveta, Gavrilenko, Vadim, Tselykh, Alexey, Bozhenyuk, Alexander, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Tanwar, Sudeep, editor, Wierzchon, Slawomir T., editor, Singh, Pradeep Kumar, editor, Ganzha, Maria, editor, and Epiphaniou, Gregory, editor

Published
2023
Full Text
View/download PDF

236. 5G Technology-Enabled IoT System for Early Detection and Prevention of Contagious Diseases

Author

Saxena, Amit, Shinghal, Kshitij, Misra, Rajul, Sharma, Amit, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Muthusamy, Hariharan, editor, Botzheim, János, editor, and Nayak, Richi, editor

Published
2023
Full Text
View/download PDF

237. 5G Enabled IoT Based Automatic Industrial Plant Monitoring System

Author

Shinghal, Kshitij, Saxena, Amit, Sharma, Amit, Misra, Rajul, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Muthusamy, Hariharan, editor, Botzheim, János, editor, and Nayak, Richi, editor

Published
2023
Full Text
View/download PDF

238. Internet of Medical Things (IoMT) Application for Detection of Replication Attacks Using Deep Graph Neural Network

Author

Sharma, Amit, Singh, Pradeep Kumar, Tselykh, Alexey, Bozhenyuk, Alexander, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Singh, Yashwant, editor, Singh, Pradeep Kumar, editor, Kolekar, Maheshkumar H., editor, Kar, Arpan Kumar, editor, and Gonçalves, Paulo J. Sequeira, editor

Published
2023
Full Text
View/download PDF

239. Effect of Confining Walls on Settling Permeable Rigid Isolated Semi-torus Particle Applying Immersed Boundary Method (IBM)

Author

Yadav, Pooja, Ghosh, Sudeshna, Sharma, Amit, Panghal, Rekha, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kumar, Rajesh, editor, Verma, Ajit Kumar, editor, Sharma, Tarun K., editor, Verma, Om Prakash, editor, and Sharma, Sanjay, editor

Published
2023
Full Text
View/download PDF

240. Design of Buck Converter with Modified P&O Algorithm-Based Fuzzy Logic Controller for Solar Charge Controller for Efficient MPPT

Author

Prashant, Saxena, Abhinav, Singh, Jay, Sharma, Amit Kumar, Pal, Nitin Kumar, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Agrawal, Rajeev, editor, Mitra, Pabitra, editor, Pal, Arindam, editor, and Sharma Gaur, Madhu, editor

Published
2023
Full Text
View/download PDF

242. Multi-dimensional Hybrid Bayesian Belief Network Based Approach for APT Malware Detection in Various Systems

Author

Sharma, Amit, Gupta, Brij B., Singh, Awadhesh Kumar, Saraswat, V. K., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nedjah, Nadia, editor, Martínez Pérez, Gregorio, editor, and Gupta, B. B., editor

Published
2023
Full Text
View/download PDF

243. Design and Implementation of Resonant WPT for Electric Vehicle Battery Charging

Author

Sharma, Amit, Singh, Navdeep, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Kumar, Shailendra, editor, Singh, Bhim, editor, and Sood, Vijay Kumar, editor

Published
2023
Full Text
View/download PDF

244. Energy Saving Analysis of Geothermal Heat Exchanger for Horizontal and Vertical Configuration for Tropical Country

Author

Sharma, Devesh, Sharma, Amit, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Haddar, Mohamed, Editorial Board Member, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Li, Xianguo, editor, Rashidi, Mohammad Mehdi, editor, Lather, Rohit Singh, editor, and Raman, Roshan, editor

Published
2023
Full Text
View/download PDF

245. Sn-Based Perovskites for Photovoltaic Applications

Author

Sharma, Amit Kumar, Kumar, Deepak, Cavas-Martínez, Francisco, Editorial Board Member, Chaari, Fakher, Series Editor, di Mare, Francesca, Editorial Board Member, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Editorial Board Member, Ivanov, Vitalii, Series Editor, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Prakash, Chander, editor, Singh, Sunpreet, editor, and Krolczyk, Grzegorz, editor

Published
2023
Full Text
View/download PDF

246. Enabling Resource Efficiency Through Reduce, Reuse, and Recycling—A Perspective on 'Industrial Networking'

Author

Mukherjee, Mainak, Singhal, Shrey, Saraswat, Jaideep, Prashanth Kumar, S., Mondal, Surajit, Sharma, Amit Kumar, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Siddiqui, N. A., editor, Baxtiyarovich, Akmalov Shamshodbek, editor, Nandan, Abhishek, editor, and Mondal, Prasenjit, editor

Published
2023
Full Text
View/download PDF

247. A Review: Catalytic Pyrolysis of Municipal Solid Plastic Waste (MSPW) for Production of Liquid Hydrocarbon Fuels

Author

Pal, Shashank, Pandey, Shyam, Sharma, Amit Kumar, Agarwal, Rishabh, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Siddiqui, N. A., editor, Baxtiyarovich, Akmalov Shamshodbek, editor, Nandan, Abhishek, editor, and Mondal, Prasenjit, editor

Published
2023
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results