Samarth Tripathi

14 papers A* 1A 1Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	A Survey of On-Device Machine Learning: An Algorithms and Learning Theory Perspective. ACM Trans. Internet Things Sauptik Dhar, Junyao Guo, Jiayi (Jason) Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2021	J	`jnl`	Evolving GANs: When Contradictions Turn into Compliance. CoRR Sauptik Dhar, Javad Heydari, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2020	—	`conf`	Improving Model Training by Periodic Sampling over Weight Distributions. IEEE BigData Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah
2020	J	`jnl`	Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey. CoRR Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2019	—	`conf`	Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. IEEE BigData Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2019	J	`jnl`	Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. CoRR Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2019	J	`jnl`	On-Device Machine Learning: An Algorithms and Learning Theory Perspective. CoRR Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2019	J	`jnl`	Robust Neural Network Training using Periodic Sampling over Model Weights. CoRR Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah
2018	J	`jnl`	Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. CoRR Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
2018	J	`jnl`	Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning. CoRR Samarth Tripathi, Homayoon Beigi
2018	J	`jnl`	Towards Deeper Generative Architectures for GANs using Dense connections. CoRR Samarth Tripathi, Renbo Tu
2017	A*	`conf`	Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Dataset. AAAI Samarth Tripathi, Shrinivas Acharya, Ranti Dev Sharma, Sudhanshu Mittal, Samit Bhattacharya
2016	A	`conf`	Method for Fast and Accurate Extraction of Key Information from Webpages. ICWS Sainath Gadhamsetty Kasi, Samarth Tripathi
2015	—	`conf`	Using Modern Neural Networks to Predict the Decisions of Supreme Court of the United States with State-of-the-Art Accuracy. ICONIP (2) Ranti Dev Sharma, Sudhanshu Mittal, Samarth Tripathi, Shrinivas Acharya