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Asymptotics of Ridge Regression in Convolutional Models


Mar 08, 2021
Mojtaba Sahraee-Ardakan, Tung Mai, Anup Rao, Ryan Rossi, Sundeep Rangan, Alyson K. Fletcher


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Machine Unlearning via Algorithmic Stability


Feb 25, 2021
Enayat Ullah, Tung Mai, Anup Rao, Ryan Rossi, Raman Arora


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Learning Contextualized Knowledge Structures for Commonsense Reasoning


Oct 24, 2020
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren


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Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation


Oct 24, 2020
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan Rossi, Handong Zhao, Nedim Lipka, Xiang Ren

* 13 pages, 9 figures 

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Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction


Sep 26, 2020
Chenhan Yuan, Ryan Rossi, Andrew Katz, Hoda Eldardiry

* 10 pages, 3 figures, submitted to AAAI 

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Clustering-based Unsupervised Generative Relation Extraction


Sep 26, 2020
Chenhan Yuan, Ryan Rossi, Andrew Katz, Hoda Eldardiry

* 11 pages, 5 figures 

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Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference


Sep 21, 2020
Galen Weld, Peter West, Maria Glenski, David Arbour, Ryan Rossi, Tim Althoff


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Inferring Individual Level Causal Models from Graph-based Relational Time Series


Jan 23, 2020
Ryan Rossi, Somdeb Sarkhel, Nesreen Ahmed


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Figure Captioning with Reasoning and Sequence-Level Training


Jun 07, 2019
Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Tong Yu, Ryan Rossi, Razvan Bunescu


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Learning Role-based Graph Embeddings


Jul 02, 2018
Nesreen K. Ahmed, Ryan Rossi, John Boaz Lee, Theodore L. Willke, Rong Zhou, Xiangnan Kong, Hoda Eldardiry

* StarAI workshop @ IJCAI 2018 

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Deep Graph Attention Model


Sep 15, 2017
John Boaz Lee, Ryan Rossi, Xiangnan Kong


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Dynamic Behavioral Mixed-Membership Model for Large Evolving Networks


May 09, 2012
Ryan Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson


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Role-Dynamics: Fast Mining of Large Dynamic Networks


Mar 09, 2012
Ryan Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson


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