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Samarth Tripathi
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2020 – today
- 2021
- [j1]Sauptik Dhar, Junyao Guo, Jiayi (Jason) Liu
, Samarth Tripathi, Unmesh Kurup
A Survey of On-Device Machine Learning: An Algorithms and Learning Theory Perspective. ACM Trans. Internet Things 2(3): 15:1-15:49 (2021) - [i8]Sauptik Dhar, Javad Heydari, Samarth Tripathi, Unmesh Kurup, Mohak Shah:
Evolving GANs: When Contradictions Turn into Compliance. CoRR abs/2106.09946 (2021) - 2020
- [c5]Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah:
Improving Model Training by Periodic Sampling over Weight Distributions. IEEE BigData 2020: 112-122 - [i7]Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah:
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey. CoRR abs/2005.04275 (2020)
2010 – 2019
- 2019
- [c4]Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah:
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. IEEE BigData 2019: 339-348 - [i6]Samarth Tripathi, Jiayi Liu
Robust Neural Network Training using Periodic Sampling over Model Weights. CoRR abs/1905.05774 (2019) - [i5]Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah:
On-Device Machine Learning: An Algorithms and Learning Theory Perspective. CoRR abs/1911.00623 (2019) - [i4]Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah:
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. CoRR abs/1911.02522 (2019) - 2018
- [i3]Samarth Tripathi, Homayoon S. M. Beigi
Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning. CoRR abs/1804.05788 (2018) - [i2]Samarth Tripathi, Renbo Tu:
Towards Deeper Generative Architectures for GANs using Dense connections. CoRR abs/1804.11031 (2018) - [i1]Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah:
Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. CoRR abs/1807.00847 (2018) - 2017
- [c3]Samarth Tripathi, Shrinivas Acharya, Ranti Dev Sharma, Sudhanshu Mittal, Samit Bhattacharya:
Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Dataset. AAAI 2017: 4746-4752 - 2016
- [c2]Sainath Gadhamsetty Kasi, Samarth Tripathi:
Method for Fast and Accurate Extraction of Key Information from Webpages. ICWS 2016: 500-505 - 2015
- [c1]Ranti Dev Sharma, Sudhanshu Mittal, Samarth Tripathi, Shrinivas Acharya:
Using Modern Neural Networks to Predict the Decisions of Supreme Court of the United States with State-of-the-Art Accuracy. ICONIP (2) 2015: 475-483
Coauthor Index
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