Streaming Weak Submodularity: Interpreting Neural Networks on the Fly

Streaming Weak Submodularity: Interpreting Neural Networks on the Fly

8 March 2017

Ethan R. Elenberg

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

18 / 18 papers shown

Title
Improving Attribution Methods by Learning Submodular Functions Piyushi Manupriya Tarun Ram Menta S. Jagarlapudi V. Balasubramanian TDI 30 6 0 19 Apr 2021
Explainable Predictive Process Monitoring Musabir Musabayli F. Maggi Williams Rizzi Josep Carmona Chiara Di Francescomarino 19 60 0 04 Aug 2020
Continuous Submodular Maximization: Beyond DR-Submodularity Moran Feldman Amin Karbasi 16 5 0 21 Jun 2020
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques Xiuyi Fan Siyuan Liu Jiarong Chen T. Henderson 8 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 49 371 0 30 Apr 2020
Regularized Submodular Maximization at Scale Ehsan Kazemi Shervin Minaee Moran Feldman Amin Karbasi 19 36 0 10 Feb 2020
Streaming Submodular Maximization under a $k$ -Set System Constraint Ran Haba Ehsan Kazemi Moran Feldman Amin Karbasi 35 38 0 09 Feb 2020
"Bring Your Own Greedy"+Max: Near-Optimal $1/2$ -Approximations for Submodular Knapsack Dmitrii Avdiukhin G. Yaroslavtsev Samson Zhou 27 35 0 12 Oct 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 29 89 0 02 May 2019
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio K. Fujii Shinsaku Sakaue 32 24 0 24 Apr 2019
Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and Applications Christopher Harshaw Moran Feldman Justin Ward Amin Karbasi 17 103 0 19 Apr 2019
Unconstrained Submodular Maximization with Constant Adaptive Complexity Lin Chen Moran Feldman Amin Karbasi 22 35 0 15 Nov 2018
xGEMs: Generating Examplars to Explain Black-Box Models Shalmali Joshi Oluwasanmi Koyejo Been Kim Joydeep Ghosh MLAU 25 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 24 82 0 19 Jun 2018
A Symbolic Approach to Explaining Bayesian Network Classifiers Andy Shih Arthur Choi Adnan Darwiche FAtt 27 237 0 09 May 2018
Online Continuous Submodular Maximization Lin Chen Hamed Hassani Amin Karbasi 23 83 0 16 Feb 2018
The Robust Manifold Defense: Adversarial Training using Generative Models A. Jalal Andrew Ilyas C. Daskalakis A. Dimakis AAML 31 174 0 26 Dec 2017
Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? Lin Chen Moran Feldman Amin Karbasi 29 47 0 13 Jul 2017