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Text Enriched Sparse Hyperbolic Graph Convolutional Networks


Jul 07, 2022
Nurendra Choudhary, Nikhil Rao, Karthik Subbian, Chandan K. Reddy

* Preprint under review. 13 pages, 10 figures, 6 tables 

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Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search


Jun 14, 2022
Chandan K. Reddy, Lluís Màrquez, Fran Valero, Nikhil Rao, Hugo Zaragoza, Sambaran Bandyopadhyay, Arnab Biswas, Anlu Xing, Karthik Subbian


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Learning Backward Compatible Embeddings


Jun 07, 2022
Weihua Hu, Rajas Bansal, Kaidi Cao, Nikhil Rao, Karthik Subbian, Jure Leskovec

* KDD 2022, Applied Data Science Track 

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Task-Agnostic Graph Explanations


Feb 16, 2022
Yaochen Xie, Sumeet Katariya, Xianfeng Tang, Edward Huang, Nikhil Rao, Karthik Subbian, Shuiwang Ji


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Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods


Nov 10, 2021
Wenqing Zheng, Edward W Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian

* - 

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Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs


Oct 30, 2021
Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy

* Accepted at Thirty-fifth Conference on Neural Information Processing Systems 2021 (NeurIPS '21) 

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Cluster-and-Conquer: A Framework For Time-Series Forecasting


Oct 26, 2021
Reese Pathak, Rajat Sen, Nikhil Rao, N. Benjamin Erichson, Michael I. Jordan, Inderjit S. Dhillon

* 25 pages, 3 figures 

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Scalable Feature Selection for (Multitask) Gradient Boosted Trees


Sep 05, 2021
Cuize Han, Nikhil Rao, Daria Sorokina, Karthik Subbian

* Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics, PMLR 108:885-894, 2020 
* Correct a mistake in the proof of Lemma B1 in http://proceedings.mlr.press/v108/han20a.html 

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Pure Exploration in Multi-armed Bandits with Graph Side Information


Aug 02, 2021
Parth K. Thaker, Nikhil Rao, Mohit Malu, Gautam Dasarathy


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Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs


Dec 23, 2020
Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy

* Preprint version, 12 pages, 11 figures, 10 tables 

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