Samarth Tripathi

According to our database, Samarth Tripathi authored at least 13 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

A Survey of On-Device Machine Learning: An Algorithms and Learning Theory Perspective.

Sauptik Dhar, Junyao Guo, Jiayi (Jason) Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

ACM Trans. Internet Things, 2021

Evolving GANs: When Contradictions Turn into Compliance.

Sauptik Dhar, Javad Heydari, Samarth Tripathi, Unmesh Kurup, Mohak Shah

CoRR, 2021

2020

Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey.

Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

CoRR, 2020

Improving Model Training by Periodic Sampling over Weight Distributions.

Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

On-Device Machine Learning: An Algorithms and Learning Theory Perspective.

Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

CoRR, 2019

Robust Neural Network Training using Periodic Sampling over Model Weights.

Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah

CoRR, 2019

Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning.

Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling.

Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

CoRR, 2018

Towards Deeper Generative Architectures for GANs using Dense connections.

Samarth Tripathi, Renbo Tu

CoRR, 2018

Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning.

Samarth Tripathi, Homayoon S. M. Beigi

CoRR, 2018

2017

Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Dataset.

Samarth Tripathi, Shrinivas Acharya, Ranti Dev Sharma, Sudhanshu Mittal, Samit Bhattacharya

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Method for Fast and Accurate Extraction of Key Information from Webpages.

Sainath Gadhamsetty Kasi, Samarth Tripathi

Proceedings of the IEEE International Conference on Web Services, 2016

2015

Using Modern Neural Networks to Predict the Decisions of Supreme Court of the United States with State-of-the-Art Accuracy.

Ranti Dev Sharma, Sudhanshu Mittal, Samarth Tripathi, Shrinivas Acharya

Proceedings of the Neural Information Processing - 22nd International Conference, 2015