v1v2v3 (latest)

Streaming Weak Submodularity: Interpreting Neural Networks on the Fly

8 March 2017

Papers citing "Streaming Weak Submodularity: Interpreting Neural Networks on the Fly"

31 / 31 papers shown

Title
Using Partial Monotonicity in Submodular Maximization Loay Mualem Moran Feldman 50 8 0 07 Feb 2022
A Review of Explainable Artificial Intelligence in Manufacturing G. Sofianidis Jože M. Rožanec Dunja Mladenić D. Kyriazis 70 17 0 05 Jul 2021
Submodular + Concave Siddharth Mitra Moran Feldman Amin Karbasi 35 19 0 09 Jun 2021
Improving Attribution Methods by Learning Submodular Functions Piyushi Manupriya Tarun Ram Menta S. Jagarlapudi V. Balasubramanian TDI 69 6 0 19 Apr 2021
Explainable Predictive Process Monitoring Musabir Musabayli F. Maggi Williams Rizzi Josep Carmona Chiara Di Francescomarino 68 61 0 04 Aug 2020
Continuous Submodular Maximization: Beyond DR-Submodularity Moran Feldman Amin Karbasi 57 5 0 21 Jun 2020
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques Xiuyi Fan Siyuan Liu Jiarong Chen T. Henderson 39 7 0 05 May 2020
Explainable Deep Learning: A Field Guide for the Uninitiated Gabrielle Ras Ning Xie Marcel van Gerven Derek Doran AAML XAI 111 379 0 30 Apr 2020
Regularized Submodular Maximization at Scale Ehsan Kazemi Shervin Minaee Moran Feldman Amin Karbasi 54 36 0 10 Feb 2020
Streaming Submodular Maximization under a $k$ -Set System Constraint Ran Haba Ehsan Kazemi Moran Feldman Amin Karbasi 61 39 0 09 Feb 2020
Adaptivity in Adaptive Submodularity Hossein Esfandiari Amin Karbasi Vahab Mirrokni 113 34 0 09 Nov 2019
"Bring Your Own Greedy"+Max: Near-Optimal $1/2$ -Approximations for Submodular Knapsack Dmitrii Avdiukhin G. Yaroslavtsev Samson Zhou 55 35 0 12 Oct 2019
Non-monotone DR-submodular Maximization: Approximation and Regret Guarantees C. Dürr Nguyen Kim Thang Abhinav Srivastav Léo Tible 40 7 0 23 May 2019
Visualizing Deep Networks by Optimizing with Integrated Gradients Zhongang Qi Saeed Khorram Fuxin Li FAtt 83 123 0 02 May 2019
Submodular Streaming in All its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity Ehsan Kazemi Marko Mitrovic Morteza Zadimoghaddam Silvio Lattanzi Amin Karbasi 74 91 0 02 May 2019
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio K. Fujii Shinsaku Sakaue 69 24 0 24 Apr 2019
Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and Applications Christopher Harshaw Moran Feldman Justin Ward Amin Karbasi 66 104 0 19 Apr 2019
Adaptive Sequence Submodularity Marko Mitrovic Ehsan Kazemi Moran Feldman Andreas Krause Amin Karbasi 59 27 0 15 Feb 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 76 285 0 05 Feb 2019
Unconstrained Submodular Maximization with Constant Adaptive Complexity Lin Chen Moran Feldman Amin Karbasi 77 35 0 15 Nov 2018
Fast greedy algorithms for dictionary selection with generalized sparsity constraints K. Fujii Tasuku Soma 22 6 0 07 Sep 2018
xGEMs: Generating Examplars to Explain Black-Box Models Shalmali Joshi Oluwasanmi Koyejo Been Kim Joydeep Ghosh MLAU 70 40 0 22 Jun 2018
Contrastive Explanations with Local Foil Trees J. V. D. Waa M. Robeer J. Diggelen Matthieu J. S. Brinkhuis Mark Antonius Neerincx FAtt 79 82 0 19 Jun 2018
Data Summarization at Scale: A Two-Stage Submodular Approach Marko Mitrovic Ehsan Kazemi Morteza Zadimoghaddam Amin Karbasi 61 45 0 07 Jun 2018
Unsupervised Learning of Neural Networks to Explain Neural Networks Quanshi Zhang Yu Yang Yuchen Liu Ying Nian Wu Song-Chun Zhu FAtt SSL 59 27 0 18 May 2018
A Symbolic Approach to Explaining Bayesian Network Classifiers Andy Shih Arthur Choi Adnan Darwiche FAtt 86 243 0 09 May 2018
Online Continuous Submodular Maximization Lin Chen Hamed Hassani Amin Karbasi 112 86 0 16 Feb 2018
The Robust Manifold Defense: Adversarial Training using Generative Models A. Jalal Andrew Ilyas C. Daskalakis A. Dimakis AAML 109 174 0 26 Dec 2017
Embedding Deep Networks into Visual Explanations Zhongang Qi Saeed Khorram Fuxin Li 41 27 0 15 Sep 2017
Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? Lin Chen Moran Feldman Amin Karbasi 77 47 0 13 Jul 2017
Restricted Strong Convexity Implies Weak Submodularity Ethan R. Elenberg Rajiv Khanna A. Dimakis S. Negahban 92 159 0 02 Dec 2016