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Sriraman, Harini
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1

Scalable and distributed machine learning and deep learning..:

Thomas, J. Joshua ; Sriraman, Harini ; Venkatasubbu, Pattabiraman , [2024]
Link: http://services.igi-glob..
 
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2

DPro-SM – A distributed framework for proactive straggler m..:

Ravikumar, Aswathy ; Sriraman, Harini
Heliyon.  10 (2024)  1 - p. e23567 , 2024
Link: https://doi.org/10.1016/..
 
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3

Alleviation of Health Data Poverty for Skin Lesions using A..:

Ravikumar, Aswathy ; Sriraman, Harini ; Chadha, Chandan.
IEEE Access.  , 2024
Link: https://doi.org/10.1109/..
 
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4

Enhancing Zero-Day Attack Detection with XAI-Driven ML Mode..:

, In: 2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT),
Sruthi, C.K. ; Ravikumar, Aswathy ; Sriraman, Harini - p. 1-5 , 2024
Link: https://doi.org/10.1109/..
 
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5

A systematic literature survey on recent trends in stock ma..:

Balasubramanian, Prakash ; P., Chinthan ; Badarudeen, Saleena.
PeerJ Computer Science.  10 (2024)  - p. e1700 , 2024
Link: https://doi.org/10.7717/..
 
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6

Circumventing Stragglers and Staleness in Distributed CNN u..:

Ravikumar, Aswathy ; Sriraman, Harini ; Lokesh, Saddikuti.
EAI Endorsed Transactions on Internet of Things.  10 (2024)  - p. , 2024
Link: https://doi.org/10.4108/..
 
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7

An Intelligent System for Preventing Accidents Due to Drive..:

S, Giridhar ; K, Rhithik Raj ; K P, Sreeram...
Procedia Computer Science.  235 (2024)  - p. 2196-2204 , 2024
Link: https://doi.org/10.1016/..
 
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8

Understanding Convolutional Neural Network With TensorFlow:..:

, In: Advances in Systems Analysis, Software Engineering, and High Performance Computing; Machine Learning Algorithms Using Scikit and TensorFlow Environments,
Ravikumar, Aswathy ; Sriraman, Harini - p. 50-73 , 2023
Link: https://doi.org/10.4018/..
 
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9

Mitigating Vanishing Gradient in SGD Optimization in Neural..:

, In: Lecture Notes in Networks and Systems; Inventive Communication and Computational Technologies,
Ravikumar, Aswathy ; Sriraman, Harini - p. 1-11 , 2023
Link: https://doi.org/10.1007/..
 
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10

Identifying Pitfalls and Solutions in Parallelizing Long Sh..:

, In: Inventive Computation and Information Technologies; Lecture Notes in Networks and Systems,
Ravikumar, Aswathy ; Sriraman, Harini ; Lokesh, S.. - p. 111-125 , 2023
Link: https://doi.org/10.1007/..
 
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11

A Deep Understanding of Long Short-Term Memory for Solving ..:

, In: Advances in Systems Analysis, Software Engineering, and High Performance Computing; Machine Learning Algorithms Using Scikit and TensorFlow Environments,
Ravikumar, Aswathy ; Sriraman, Harini - p. 74-90 , 2023
Link: https://doi.org/10.4018/..
 
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12

Real-time pneumonia prediction using pipelined spark and hi..:

Ravikumar, Aswathy ; Sriraman, Harini
PeerJ Computer Science.  9 (2023)  - p. e1258 , 2023
Link: https://doi.org/10.7717/..
 
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13

Computationally Efficient Neural Rendering for Generator Ad..:

Ravikumar, Aswathy ; Sriraman, Harini
IEEE Access.  11 (2023)  - p. 45559-45571 , 2023
Link: https://doi.org/10.1109/..
 
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14

Smart Distributed Contactless Airport Baggage Management an..:

, In: Scalable and Distributed Machine Learning and Deep Learning Patterns; Advances in Computational Intelligence and Robotics,
Agarwal, Ritik ; Siddiqui, Azam ; Deshpande, Shaunak... - p. 75-86 , 2023
Link: https://doi.org/10.4018/..
 
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15

Customized FPGA Design and Analysis of Soft-Core Processor ..:

Sriraman, Harini. ; Ravikumar, Aswathy
Procedia Computer Science.  218 (2023)  - p. 469-478 , 2023
Link: https://doi.org/10.1016/..
 
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