Samarth Tripathi

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 14

Top Topics

Pruning Algorithms

Top Venues

ACM Trans. Internet Things

Publications

Sauptik Dhar, Javad Heydari, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Evolving GANs: When Contradictions Turn into Compliance. CoRR (2021)
Sauptik Dhar, Junyao Guo, Jiayi (Jason) Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
A Survey of On-Device Machine Learning: An Algorithms and Learning Theory Perspective. ACM Trans. Internet Things 2 (3) (2021)
Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah
Improving Model Training by Periodic Sampling over Weight Distributions. IEEE BigData (2020)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey. CoRR (2020)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. IEEE BigData (2019)
Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
On-Device Machine Learning: An Algorithms and Learning Theory Perspective. CoRR (2019)
Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah
Robust Neural Network Training using Periodic Sampling over Model Weights. CoRR (2019)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. CoRR (2019)
Samarth Tripathi, Renbo Tu
Towards Deeper Generative Architectures for GANs using Dense connections. CoRR (2018)
Samarth Tripathi, Homayoon S. M. Beigi
Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning. CoRR (2018)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. CoRR (2018)
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)
Sainath Gadhamsetty Kasi, Samarth Tripathi
Method for Fast and Accurate Extraction of Key Information from Webpages. ICWS (2016)
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)