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 (ICONIP (2), 2015)

Method for Fast and Accurate Extraction of Key Information from Webpages. - Sainath Gadhamsetty Kasi; Samarth Tripathi (ICWS, 2016)

Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Dataset. - Samarth Tripathi; Shrinivas Acharya; Ranti Dev Sharma; Sudhanshu Mittal; Samit Bhattacharya (AAAI, 2017)

Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning. - Samarth Tripathi; Homayoon S. M. Beigi (CoRR, 2018)

Towards Deeper Generative Architectures for GANs using Dense connections. - Samarth Tripathi; Renbo Tu (CoRR, 2018)

Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. - Jiayi Liu 002; Samarth Tripathi; Unmesh Kurup; Mohak Shah (CoRR, 2018)

Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. - Jiayi Liu 002; Samarth Tripathi; Unmesh Kurup; Mohak Shah (IEEE BigData, 2019)

Robust Neural Network Training using Periodic Sampling over Model Weights. - Samarth Tripathi; Jiayi Liu 002; Unmesh Kurup; Mohak Shah (CoRR, 2019)

On-Device Machine Learning: An Algorithms and Learning Theory Perspective. - Sauptik Dhar; Junyao Guo; Jiayi Liu 002; Samarth Tripathi; Unmesh Kurup; Mohak Shah (CoRR, 2019)

Improving Model Training by Periodic Sampling over Weight Distributions. - Samarth Tripathi; Jiayi Liu 002; Sauptik Dhar; Unmesh Kurup; Mohak Shah (IEEE BigData, 2020)

Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey. - Jiayi Liu 002; Samarth Tripathi; Unmesh Kurup; Mohak Shah (CoRR, 2020)

Evolving GANs: When Contradictions Turn into Compliance. - Sauptik Dhar; Javad Heydari; Samarth Tripathi; Unmesh Kurup; Mohak Shah (CoRR, 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)