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Mohak Shah

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A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it

Oct 11, 2021
Viswanath Ganapathy, Sauptik Dhar, Olimpiya Saha, Pelin Kurt Garberson, Javad Heydari, Mohak Shah

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Evolving GANs: When Contradictions Turn into Compliance

Jun 18, 2021
Sauptik Dhar, Javad Heydari, Samarth Tripathi, Unmesh Kurup, Mohak Shah

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Stochastic Whitening Batch Normalization

Jun 03, 2021
Shengdong Zhang, Ehsan Nezhadarya, Homa Fashandi, Jiayi Liu, Darin Graham, Mohak Shah

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Stabilizing Bi-Level Hyperparameter Optimization using Moreau-Yosida Regularization

Jul 27, 2020
Sauptik Dhar, Unmesh Kurup, Mohak Shah

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

May 08, 2020
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

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

Nov 06, 2019
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

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

Nov 02, 2019
Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

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Variable Metric Proximal Gradient Method with Diagonal Barzilai-Borwein Stepsize

Oct 15, 2019
Youngsuk Park, Sauptik Dhar, Stephen Boyd, Mohak Shah

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Robust Neural Network Training using Periodic Sampling over Model Weights

May 14, 2019
Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah

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Is it Safe to Drive? An Overview of Factors, Challenges, and Datasets for Driveability Assessment in Autonomous Driving

Nov 27, 2018
Junyao Guo, Unmesh Kurup, Mohak Shah

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