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An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data

Dec 07, 2020
Benjamin Rausch, Kevin Mayer, Marie-Louise Arlt, Gunther Gust, Philipp Staudt, Christof Weinhardt, Dirk Neumann, Ram Rajagopal

* Tackling Climate Change with Machine Learning at NeurIPS 2020 (Spotlight talk) 

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Generating private data with user customization

Dec 02, 2020
Xiao Chen, Thomas Navidi, Ram Rajagopal

* arXiv admin note: substantial text overlap with arXiv:1904.09415 

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Activity Detection And Modeling Using Smart Meter Data: Concept And Case Studies

Oct 26, 2020
Hao Wang, Gonzague Henri, Chin-Woo Tan, Ram Rajagopal

* 2020 IEEE Power & Energy Society General Meeting 

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Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models

Oct 14, 2020
Eric Zelikman, Sharon Zhou, Jeremy Irvin, Cooper Raterink, Hao Sheng, Anand Avati, Jack Kelly, Ram Rajagopal, Andrew Y. Ng, David Gagne


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FedGAN: Federated Generative Adversarial Networks for Distributed Data

Jun 15, 2020
Mohammad Rasouli, Tao Sun, Ram Rajagopal

* 23 pages, 10 figures 

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FedGAN: Federated Generative AdversarialNetworks for Distributed Data

Jun 12, 2020
Mohammad Rasouli, Tao Sun, Ram Rajagopal

* 23 pages, 10 figures 

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Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture

May 07, 2020
Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng

* CVPR 2020 - Vision for Agriculture; https://www.agriculture-vision.com 

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The 1st Agriculture-Vision Challenge: Methods and Results

Apr 23, 2020
Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Junhee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt B. Salberg, Alexandre Barbosa, Rodrigo Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng, Van Thong Huynh, Soo-Hyung Kim, In-Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay Talbar, Jianyu Tang

* CVPR 2020 Workshop 

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Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding

Jan 29, 2020
Zhecheng Wang, Haoyuan Li, Ram Rajagopal

* To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) 

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AR-Net: A simple Auto-Regressive Neural Network for time-series

Nov 27, 2019
Oskar Triebe, Nikolay Laptev, Ram Rajagopal

* Building a bridge between traditional statistical time-series models and deep-learning models. Main Topics: Time-Series, Auto-Regression, Neural Networks, Sparsity, Long-Range Dependencies 

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On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks -- An Optimal Power Flow Approach

May 01, 2019
Alvaro Estandia, Maximilian Schiffer, Federico Rossi, Emre Can Kara, Ram Rajagopal, Marco Pavone


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Distributed generation of privacy preserving data with user customization

Apr 20, 2019
Xiao Chen, Thomas Navidi, Stefano Ermon, Ram Rajagopal

* accepted in ICLR 2019 SafeML workshop 

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Structural Damage Detection and Localization with Unknown Post-Damage Feature Distribution Using Sequential Change-Point Detection Method

Nov 14, 2018
Yizheng Liao, Anne S. Kiremidjian, Ram Rajagopal, Chin-Hsuing Loh

* 20 pages 

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Fast Distribution Grid Line Outage Identification with $μ$PMU

Nov 14, 2018
Yizheng Liao, Yang Weng, Chin-Woo Tan, Ram Rajagopal

* 9 pages 

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Unbalanced Three-Phase Distribution Grid Topology Estimation and Bus Phase Identification

Oct 09, 2018
Yizheng Liao, Yang Weng, Guangyi Liu, Zhongyang Zhao, Chin-woo Tan, Ram Rajagopal

* 12 pages, 15 figures 

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Siamese Generative Adversarial Privatizer for Biometric Data

Oct 08, 2018
Witold Oleszkiewicz, Peter Kairouz, Karol Piczak, Ram Rajagopal, Tomasz Trzcinski

* Paper accepted to ACCV 2018 (Asian Conference on Computer Vision) 

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Understanding Compressive Adversarial Privacy

Oct 02, 2018
Xiao Chen, Peter Kairouz, Ram Rajagopal


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Urban MV and LV Distribution Grid Topology Estimation via Group Lasso

Sep 13, 2018
Yizheng Liao, Yang Weng, Guangyi Liu, Ram Rajagopal

* IEEE transactions on power systems 2018 
* 15 pages, 16 figures 

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Generative Adversarial Privacy

Jul 13, 2018
Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal

* A preliminary version of this work was presented at the Privacy in Machine Learning and Artificial Intelligence Workshop, ICML 2018. arXiv admin note: text overlap with arXiv:1710.09549 

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Context-Aware Generative Adversarial Privacy

Dec 03, 2017
Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal

* Improved version of a paper accepted by Entropy Journal, Special Issue on Information Theory in Machine Learning and Data Science 

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A Sparse Linear Model and Significance Test for Individual Consumption Prediction

Feb 21, 2017
Pan Li, Baosen Zhang, Yang Weng, Ram Rajagopal

* 36 pages, 7 figures 

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Travel Time Estimation Using Floating Car Data

Dec 20, 2010
Raffi Sevlian, Ram Rajagopal


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