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Automatic Concept Extraction for Concept Bottleneck-based Video Classification


Jun 21, 2022
Jeya Vikranth Jeyakumar, Luke Dickens, Luis Garcia, Yu-Hsi Cheng, Diego Ramirez Echavarria, Joseph Noor, Alessandra Russo, Lance Kaplan, Erik Blasch, Mani Srivastava

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* 10 pages, Appendix: 2 pages 

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Using DeepProbLog to perform Complex Event Processing on an Audio Stream


Oct 15, 2021
Marc Roig Vilamala, Tianwei Xing, Harrison Taylor, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

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* 8 pages, 3 figures 

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NSL: Hybrid Interpretable Learning From Noisy Raw Data


Dec 09, 2020
Daniel Cunnington, Alessandra Russo, Mark Law, Jorge Lobo, Lance Kaplan

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A General Framework for Distributed Inference with Uncertain Models


Nov 20, 2020
James Z. Hare, Cesar A. Uribe, Lance Kaplan, Ali Jadbabaie

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A Hybrid Neuro-Symbolic Approach for Complex Event Processing


Sep 18, 2020
Marc Roig Vilamala, Harrison Taylor, Tianwei Xing, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

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* Accepted as extended abstract at ICLP2020 

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A Hybrid Neuro-Symbolic Approach for Complex EventProcessing


Sep 07, 2020
Marc Roig Vilamala, Harrison Taylor, Tianwei Xing, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

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* Accepted as extended abstract at ICLP2020 

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Uncertainty-Aware Deep Classifiers using Generative Models


Jun 07, 2020
Murat Sensoy, Lance Kaplan, Federico Cerutti, Maryam Saleki

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* This is a post-referred version of a conference paper published in AAAI 2020 

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Spherical Text Embedding


Nov 04, 2019
Yu Meng, Jiaxin Huang, Guangyuan Wang, Chao Zhang, Honglei Zhuang, Lance Kaplan, Jiawei Han

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* NeurIPS 2019. (Code: https://github.com/yumeng5/Spherical-Text-Embedding

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Quantifying Classification Uncertainty using Regularized Evidential Neural Networks


Oct 15, 2019
Xujiang Zhao, Yuzhe Ou, Lance Kaplan, Feng Chen, Jin-Hee Cho

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* Presented at AAAI FSS-19: Artificial Intelligence in Government and Public Sector, Arlington, Virginia, USA 

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Non-Bayesian Social Learning with Uncertain Models


Sep 27, 2019
James Z. Hare, Cesar A. Uribe, Lance Kaplan, Ali Jadbabaie

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