Defensive Low Authority Host Predictor
Published in Microsoft Journal of Applied Research, 2022
Ashish Gupta Publications
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Ultron-AutoML: an open-source, distributed, scalable framework for efficient hyper-parameter optimization
Published in IEEE BigData, 2020
Recommended citation: @inproceedings{narayan2020ultron, title={Ultron-AutoML: an open-source, distributed, scalable framework for efficient hyper-parameter optimization}, author={Narayan, Swarnim and Krishna, Chepuri Shri and Mishra, Varun and Rai, Abhinav and Rai, Himanshu and Bharti, Chandrakant and Sodhi, Gursirat Singh and Gupta, Ashish and Singh, Nitinbalaji}, booktitle={2020 IEEE International Conference on Big Data (Big Data)}, pages={1584--1593}, year={2020}, organization={IEEE} }
Hyper-parameter optimization with REINFORCE and Masked Attention Auto-regressive Density Estimators
Published in IEEE BigData, 2020
Recommended citation: @inproceedings{krishna2020hyper, title={Hyper-parameter optimization with REINFORCE and Masked Attention Auto-regressive Density Estimators}, author={Krishna, Chepuri Shri and Gupta, Ashish and Narayan, Swarnim and Rai, Himanshu and Manchanda, Diksha}, booktitle={2020 IEEE International Conference on Big Data (Big Data)}, pages={5108--5117}, year={2020}, organization={IEEE} }
Learning with Limited Labels via Momentum Damped Differentially Weighted Training
Published in KDD, 2020
Recommended citation: @inproceedings{mehrotra2020learning, title={Learning with Limited Labels via Momentum Damped \& Differentially Weighted Optimization}, author={Mehrotra, Rishabh and Gupta, Ashish}, booktitle={Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining}, pages={3416--3425}, year={2020} }
Joint Attention Neural Model for Demand Prediction in Online Marketplaces
Published in NLDL, 2020
Recommended citation: @inproceedings{gupta2020joint, title={Joint Attention Neural Model for Demand Prediction in Online Marketplaces}, author={Gupta, Ashish and Mehrotra, Rishabh}, booktitle={Proceedings of the Northern Lights Deep Learning Workshop}, volume={1}, pages={6--6}, year={2020} }
Sequence-aware Reinforcement Learning over Knowledge Graphs
Published in REVEAL: A RecSys 2019 Workshop, 2019
Recommended citation: @article{guptasequence, title={Sequence-aware Reinforcement Learning over Knowledge Graphs}, author={Gupta, Ashish and Mehrotra, Rishabh} }
Neural Attention Reader for Video Comprehension
Published in KDD 2018 Deep Learning Day, 2018
Recommended citation: @article{gupta2018neural, title={Neural Attention Reader for Video Comprehension}, author={Gupta, Ashish and Mehrotra, Rishabh and Gupta, Manish}, year={2018} }