Publications
This section contains publications published by ISI over the past several decades.
2020
Towards automating time series analysis for the paleogeosciences
Deborah Khider, Pratheek Athreya, Varun Ratnakar, Yolanda Gil, Feng Zhu, Myron Kwan, Julien Emile-Geay
Proceedings of the Sixth Workshop on Mining and Learning from Time Series …, 2020
Atlas of transcription factor binding sites from ENCODE DNase hypersensitivity data across 27 tissue types
Cory C Funk, Alex M Casella, Segun Jung, Matthew A Richards, Alex Rodriguez, Paul Shannon, Rory Donovan-Maiye, Ben Heavner, Kyle Chard, Yukai Xiao, Gustavo Glusman, Nilufer Ertekin-Taner, Todd E Golde, Arthur Toga, Leroy Hood, John D Van Horn, Carl Kesselman, Ian Foster, Ravi Madduri, Nathan D Price, Seth A Ament
Cell reports 32 (7), 2020
System and method for authenticated interrogation of a target with quantum entanglement
JL Habif
US Patent 10,649,085, 2020
Tweeki: Linking named entities on Twitter to a knowledge graph
Bahareh Harandizadeh, Sameer Singh
Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020 …, 2020
Likelihood ratio exponential families
Rob Brekelmans, Frank Nielsen, Alireza Makhzani, Aram Galstyan, Greg Ver Steeg
arXiv preprint arXiv:2012.15480, 2020
Improving generalization by controlling label-noise information in neural network weights
Hrayr Harutyunyan, Kyle Reing, Greg Ver Steeg, Aram Galstyan
International Conference on Machine Learning, 4071-4081, 2020
Stacking models for nearly optimal link prediction in complex networks
Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M Airoldi, Aaron Clauset
Proceedings of the National Academy of Sciences 117 (38), 23393-23400, 2020
Robust classification under class-dependent domain shift
Tigran Galstyan, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2007.05335, 2020
All in the exponential family: Bregman duality in thermodynamic variational inference
Rob Brekelmans, Vaden Masrani, Frank Wood, Greg Ver Steeg, Aram Galstyan
ICML 2020, 2020
Forecasting violent events in the middle east and north africa using the hidden markov model and regularized autoregressive models
KSM Tozammel Hossain, Shuyang Gao, Brendan Kennedy, Aram Galstyan, Prem Natarajan
The Journal of Defense Modeling and Simulation 17 (3), 269-283, 2020
Modeling dialogues with hashcode representations: A nonparametric approach
Sahil Garg, Irina Rish, Guillermo Cecchi, Palash Goyal, Sarik Ghazarian, Shuyang Gao, Greg Ver Steeg, Aram Galstyan
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3970-3979, 2020
Predictive engagement: An efficient metric for automatic evaluation of open-domain dialogue systems
Sarik Ghazarian, Ralph Weischedel, Aram Galstyan, Nanyun Peng
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7789-7796, 2020
Gaia: A fine-grained multimedia knowledge extraction system
Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare Voss, Daniel Napierski, Marjorie Freedman
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
SEARCHER: Shared embedding architecture for effective retrieval
Joel Barry, Elizabeth Boschee, Marjorie Freedman, Scott Miller
Proceedings of the workshop on Cross-Language Search and Summarization of …, 2020
Training with Streaming Annotation
Tongtao Zhang, Heng Ji, Shih-Fu Chang, Marjorie Freedman
arXiv preprint arXiv:2002.04165, 2020
GAIA at SMKBP 2020-a dockerlized multi-media multi-lingual knowledge extraction, clustering, temporal tracking and hypothesis generation system
Manling Li, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Haoyang Wen, Sha Li, Zhenhailong Wang, Pengfei Yu, Lifu Huang, Di Lu, Qingyun Wang, Haoran Zhang, Qi Zeng, Chi Han, Zixuan Zhang, Yujia Qin, Xiaodan Hu, Nikolaus Parulian, Daniel Campos, Heng Ji, Brian Chen, Xudong Lin, Alireza Zareian, Amith Ananthram, Emily Allaway, Shih-Fu Chang, Kathleen McKeown, Yixiang Yao, Michael Spector, Mitchell DeHaven, Daniel Napierski, Marjorie Freedman, Pedro Szekely, Haidong Zhu, Ram Nevatia, Yang Bai, Yifan Wang, Ali Sadeghian, Haodi Ma, Daisy Zhe Wang
Proceedings of Thirteenth Text Analysis Conference (TAC 2020), 2020
User-based collaborative filtering mobile health system
Hsien-Te Kao, Shen Yan, Homa Hosseinmardi, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
Individualized context-aware tensor factorization for online games predictions
Julie Jiang, Kristina Lerman, Emilio Ferrara
2020 International Conference on Data Mining Workshops (ICDMW), 292-299, 2020
Misinformation, manipulation, and abuse on social media in the era of COVID-19
Emilio Ferrara, Stefano Cresci, Luca Luceri
Journal of Computational Social Science 3, 271-277, 2020