Search Results - "Subramaniam, Adarsh"

Adaptive Step-Size Methods for Compressed SGD with Memory Feedback by Subramaniam, Adarsh M., Magesh, Akshayaa, Veeravalli, Venugopal V.

“…Distributed and decentralized optimization problems, such as those encountered in federated learning, often suffer from a communication bottleneck at compute…”
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Adaptive Step-Size Methods for Compressed SGD by Subramaniam, Adarsh M., Magesh, Akshayaa, Veeravalli, Venugopal V.

“…Compressed Stochastic Gradient Descent (SGD) algorithms have been proposed to address the communication bottleneck in distributed and decentralized…”
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Random Khatri-Rao-Product Codes for Numerically-Stable Distributed Matrix Multiplication by Subramaniam, Adarsh M., Heidarzadeh, Anoosheh, Narayanan, Krishna R.

“…We propose a class of codes called random Khatri- Rao-Product (RKRP) codes for distributed matrix multiplication in the presence of stragglers. The main…”
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Collaborative Decoding of Polynomial Codes for Distributed Computation by Subramaniam, Adarsh M., Heidarzadeh, Anoosheh, Narayanan, Krishna R.

“…We show that Polynomial codes (and some related codes) used for distributed matrix multiplication are interleaved Generalized Reed-Solomon codes and hence, can…”
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Product Lagrange Coded Computing by Subramaniam, Adarsh M., Heidarzadeh, Anoosheh, Pradhan, Asit Kumar, Narayanan, Krishna R.

“…This work considers the distributed multivariate polynomial evaluation (DMPE) problem using a master-worker framework, which was originally considered by Yu et…”
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To be remembered: B cell memory response against SARS‐CoV‐2 and its variants in vaccinated and unvaccinated individuals by Ahmed, Nafees, Athavale, Atharv, Tripathi, Ankita H., Subramaniam, Adarsh, Upadhyay, Santosh K., Pandey, Anil Kumar, Rai, Ramesh Chandra, Awasthi, Amit

“…COVID‐19 disease has plagued the world economy and affected the overall well‐being and life of most of the people. Natural infection as well as vaccination…”
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Revisiting AES SBox Composite Field Implementations for FPGAs by Pradeep, Aditya, Mohanty, Vishal, Subramaniam, Adarsh Muthuveeru, Rebeiro, Chester

“…Composite fields are used for implementing the advanced encryption standard (AES) SBox when compact and side-channel resistant constructions are required. The…”
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Track-MDP: Reinforcement Learning for Target Tracking with Controlled Sensing by Subramaniam, Adarsh M, Gerogiannis, Argyrios, Hare, James Z, Veeravalli, Venugopal V

“…State of the art methods for target tracking with sensor management (or controlled sensing) are model-based and are obtained through solutions to Partially…”
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Adaptive Step-Size Methods for Compressed SGD by Subramaniam, Adarsh M, Magesh, Akshayaa, Veeravalli, Venugopal V

“…Compressed Stochastic Gradient Descent (SGD) algorithms have been recently proposed to address the communication bottleneck in distributed and decentralized…”
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Random Khatri-Rao-Product Codes for Numerically-Stable Distributed Matrix Multiplication by Subramaniam, Adarsh M, Heidarzadeh, Anoosheh, Narayanan, Krishna R

“…We propose a class of codes called random Khatri-Rao-Product (RKRP) codes for distributed matrix multiplication in the presence of stragglers. The main…”
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Collaborative Decoding of Polynomial Codes for Distributed Computation by Subramaniam, Adarsh M, Heiderzadeh, Anoosheh, Narayanan, Krishna R

“…We show that polynomial codes (and some related codes) used for distributed matrix multiplication are interleaved Reed-Solomon codes and, hence, can be…”
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The Twelvefold Way of Non-Sequential Lossless Compression by Rahman, Taha Ameen ur, Barbehenn, Alton S, Chen, Xinan, Dbouk, Hassan, Douglas, James A, Geng, Yuncong, George, Ian, Harvill, John B, Jeon, Sung Woo, Kansal, Kartik K, Lee, Kiwook, Levick, Kelly A, Li, Bochao, Li, Ziyue, Murthy, Yashaswini, Muthuveeru-Subramaniam, Adarsh, Olmez, S. Yagiz, Tomei, Matthew J, Veeravalli, Tanya, Wang, Xuechao, Wayman, Eric A, Wu, Fan, Xu, Peng, Yan, Shen, Zhang, Heling, Zhang, Yibo, Zhang, Yifan, Zhao, Yibo, Basu, Sourya, Varshney, Lav R

“…Many information sources are not just sequences of distinguishable symbols but rather have invariances governed by alternative counting paradigms such as…”
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The Twelvefold Way of Non-Sequential Lossless Compression by ur Rahman, Taha Ameen, Barbehenn, Alton S., Chen, Xinan, Dbouk, Hassan, Douglas, James A., Geng, Yuncong, George, Ian, Harvill, John B., Jeon, Sung Woo, Kansal, Kartik K., Lee, Kiwook, Levick, Kelly A., Li, Bochao, Li, Ziyue, Murthy, Yashaswini, Muthuveeru-Subramaniam, Adarsh, Olmez, S. Yagiz, Tomei, Matthew J., Veeravalli, Tanya, Wang, Xuechao, Wayman, Eric A., Wu, Fan, Xu, Peng, Yan, Shen, Zhang, Heling, Zhang, Yibo, Zhang, Yifan, Zhao, Yibo, Basu, Sourya, Varshney, Lav R.

“…Many information sources are not just sequences of distinguishable symbols but rather have invariances governed by alternative counting paradigms such as…”
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