ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1705.07874
  4. Cited By
A Unified Approach to Interpreting Model Predictions
v1v2 (latest)

A Unified Approach to Interpreting Model Predictions

22 May 2017
Scott M. Lundberg
Su-In Lee
    FAtt
ArXiv (abs)PDFHTML

Papers citing "A Unified Approach to Interpreting Model Predictions"

50 / 3,916 papers shown
Title
Consensus of state of the art mortality prediction models: From
  all-cause mortality to sudden death prediction
Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction
Yola Jones
Fani Deligianni
Jeffrey Stephen Dalton
P. Pellicori
John G. F. Cleland
OOD
65
0
0
30 Aug 2023
Glocal Explanations of Expected Goal Models in Soccer
Glocal Explanations of Expected Goal Models in Soccer
Mustafa Cavus
Adrian Stando
P. Biecek
77
4
0
29 Aug 2023
Evaluating Explanation Methods for Multivariate Time Series
  Classification
Evaluating Explanation Methods for Multivariate Time Series Classification
D. Serramazza
Thu Trang Nguyen
Thach le Nguyen
Georgiana Ifrim
FAttAI4TS
53
2
0
29 Aug 2023
Probabilistic Dataset Reconstruction from Interpretable Models
Probabilistic Dataset Reconstruction from Interpretable Models
Julien Ferry
Ulrich Aïvodji
Sébastien Gambs
Marie-José Huguet
Mohamed Siala
58
5
0
29 Aug 2023
RecRec: Algorithmic Recourse for Recommender Systems
RecRec: Algorithmic Recourse for Recommender Systems
Sahil Verma
Ashudeep Singh
Varich Boonsanong
John P. Dickerson
Chirag Shah
79
2
0
28 Aug 2023
TRIVEA: Transparent Ranking Interpretation using Visual Explanation of
  Black-Box Algorithmic Rankers
TRIVEA: Transparent Ranking Interpretation using Visual Explanation of Black-Box Algorithmic Rankers
Jun Yuan
Kaustav Bhattacharjee
A. Islam
Aritra Dasgupta
58
3
0
28 Aug 2023
Deep graphical regression for jointly moderate and extreme Australian
  wildfires
Deep graphical regression for jointly moderate and extreme Australian wildfires
Daniela Cisneros
J. Richards
Ashok Dahal
Luigi Lombardo
Raphael Huser
272
21
0
28 Aug 2023
Goodhart's Law Applies to NLP's Explanation Benchmarks
Goodhart's Law Applies to NLP's Explanation Benchmarks
Jennifer Hsia
Danish Pruthi
Aarti Singh
Zachary Chase Lipton
79
6
0
28 Aug 2023
Assessing cognitive function among older adults using machine learning
  and wearable device data: a feasibility study
Assessing cognitive function among older adults using machine learning and wearable device data: a feasibility study
Collin Sakal
Tingyou Li
Juan Li
Xinyue Li
24
0
0
28 Aug 2023
Post-Hoc Explainability of BI-RADS Descriptors in a Multi-task Framework
  for Breast Cancer Detection and Segmentation
Post-Hoc Explainability of BI-RADS Descriptors in a Multi-task Framework for Breast Cancer Detection and Segmentation
Mohammad Karimzadeh
Aleksandar Vakanski
Min Xian
Boyu Zhang
51
5
0
27 Aug 2023
Large Language Models Streamline Automated Machine Learning for Clinical
  Studies
Large Language Models Streamline Automated Machine Learning for Clinical Studies
Soroosh Tayebi Arasteh
T. Han
Mahshad Lotfinia
Christiane Kuhl
Jakob Nikolas Kather
Daniel Truhn
S. Nebelung
ELMLM&MAAI4MH
57
60
0
27 Aug 2023
i-Align: an interpretable knowledge graph alignment model
i-Align: an interpretable knowledge graph alignment model
Bayu Distiawan Trisedya
Flora D. Salim
Jeffrey Chan
Damiano Spina
Falk Scholer
Mark Sanderson
88
8
0
26 Aug 2023
LR-XFL: Logical Reasoning-based Explainable Federated Learning
LR-XFL: Logical Reasoning-based Explainable Federated Learning
Yanci Zhang
Hanyou Yu
LRM
68
7
0
24 Aug 2023
Uncertainty and Explainable Analysis of Machine Learning Model for
  Reconstruction of Sonic Slowness Logs
Uncertainty and Explainable Analysis of Machine Learning Model for Reconstruction of Sonic Slowness Logs
Hua Wang
Yuqiong Wu
Yushun Zhang
F. Lai
Zhou Feng
Bing Xie
Ailin Zhao
32
4
0
24 Aug 2023
Variational Information Pursuit with Large Language and Multimodal
  Models for Interpretable Predictions
Variational Information Pursuit with Large Language and Multimodal Models for Interpretable Predictions
Kwan Ho Ryan Chan
Aditya Chattopadhyay
B. Haeffele
René Vidal
57
0
0
24 Aug 2023
Reframing the Brain Age Prediction Problem to a More Interpretable and
  Quantitative Approach
Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach
Neha Gianchandani
Mahsa Dibaji
M. Bento
Ethan MacDonald
Roberto Souza
FAttMedIm
77
0
0
23 Aug 2023
Approximating Score-based Explanation Techniques Using Conformal
  Regression
Approximating Score-based Explanation Techniques Using Conformal Regression
Amr Alkhatib
Henrik Bostrom
Sofiane Ennadir
Ulf Johansson
FAtt
49
4
0
23 Aug 2023
Uncertainty Estimation of Transformers' Predictions via Topological
  Analysis of the Attention Matrices
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices
Elizaveta Kostenok
D. Cherniavskii
Alexey Zaytsev
83
6
0
22 Aug 2023
On the Interpretability of Quantum Neural Networks
On the Interpretability of Quantum Neural Networks
Lirande Pira
C. Ferrie
FAtt
64
18
0
22 Aug 2023
Fairness Explainability using Optimal Transport with Applications in
  Image Classification
Fairness Explainability using Optimal Transport with Applications in Image Classification
Philipp Ratz
Franccois Hu
Arthur Charpentier
80
0
0
22 Aug 2023
Debiasing Counterfactuals In the Presence of Spurious Correlations
Debiasing Counterfactuals In the Presence of Spurious Correlations
Amar Kumar
Nima Fathi
Raghav Mehta
Brennan Nichyporuk
Jean-Pierre Falet
Sotirios A. Tsaftaris
Tal Arbel
CMLMedIm
58
5
0
21 Aug 2023
A Modular and Adaptive System for Business Email Compromise Detection
A Modular and Adaptive System for Business Email Compromise Detection
J. Brabec
F. Srajer
Radek Starosta
Tomás Sixta
Marc Dupont
...
Jirí Mensík
Florian Becker
Jakub Boros
Tomás Pop
Pavel Novák
58
0
0
21 Aug 2023
Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE
  Discovery
Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery
Pongpisit Thanasutives
Takashi Morita
M. Numao
Ken-ichi Fukui
85
2
0
20 Aug 2023
Sensitivity analysis of AI-based algorithms for autonomous driving on
  optical wavefront aberrations induced by the windshield
Sensitivity analysis of AI-based algorithms for autonomous driving on optical wavefront aberrations induced by the windshield
D. Wolf
Markus Ulrich
Nikhil Kapoor
67
3
0
19 Aug 2023
To prune or not to prune : A chaos-causality approach to principled
  pruning of dense neural networks
To prune or not to prune : A chaos-causality approach to principled pruning of dense neural networks
Rajan Sahu
Shivam Chadha
N. Nagaraj
A. Mathur
Snehanshu Saha
92
0
0
19 Aug 2023
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature
  Selection
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection
Benjamin C. Warner
Ziqi Xu
S. Haroutounian
Thomas Kannampallil
Chenyang Lu
87
2
0
19 Aug 2023
SHAPFUZZ: Efficient Fuzzing via Shapley-Guided Byte Selection
SHAPFUZZ: Efficient Fuzzing via Shapley-Guided Byte Selection
Kunpeng Zhang
Xiaogang Zhu
Xiao Xi
Min Xue
Chao Zhang
Sheng Wen
111
4
0
18 Aug 2023
A Dual-Perspective Approach to Evaluating Feature Attribution Methods
A Dual-Perspective Approach to Evaluating Feature Attribution Methods
Yawei Li
Yanglin Zhang
Kenji Kawaguchi
Ashkan Khakzar
Bernd Bischl
Mina Rezaei
FAttXAI
94
0
0
17 Aug 2023
Interpretable Graph Neural Networks for Tabular Data
Interpretable Graph Neural Networks for Tabular Data
Amr Alkhatib
Sofiane Ennadir
Henrik Bostrom
Michalis Vazirgiannis
LMTD
102
5
0
17 Aug 2023
Explainable AI for tool wear prediction in turning
Explainable AI for tool wear prediction in turning
Saleh Valizadeh Sotubadi
R. Liu
Vinh Neguyen
48
4
0
17 Aug 2023
A Framework for Designing Fair Ubiquitous Computing Systems
A Framework for Designing Fair Ubiquitous Computing Systems
Han Zhang
Leijie Wang
Yilun Sheng
Xuhai Xu
Jennifer Mankoff
A. Dey
89
9
0
17 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts,
  methods, and modalities
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Munib Mesinovic
Peter Watkinson
Ting Zhu
FaML
74
3
0
16 Aug 2023
Explainable Multi-View Deep Networks Methodology for Experimental
  Physics
Explainable Multi-View Deep Networks Methodology for Experimental Physics
Nadav Schneider
Muriel Tzdaka
G. Sturm
Guy Lazovski
G. Bar
G. Oren
R. Gvishi
Gal Oren
61
0
0
16 Aug 2023
Leveraging Explainable AI to Analyze Researchers' Aspect-Based Sentiment
  about ChatGPT
Leveraging Explainable AI to Analyze Researchers' Aspect-Based Sentiment about ChatGPT
S. Lakhanpal
Ajay Gupta
R. Agrawal
69
1
0
16 Aug 2023
BSED: Baseline Shapley-Based Explainable Detector
BSED: Baseline Shapley-Based Explainable Detector
Michihiro Kuroki
T. Yamasaki
FAttAAML
49
4
0
14 Aug 2023
Neural Authorship Attribution: Stylometric Analysis on Large Language
  Models
Neural Authorship Attribution: Stylometric Analysis on Large Language Models
Tharindu Kumarage
Huan Liu
DeLMO
83
9
0
14 Aug 2023
Can we Agree? On the Rashōmon Effect and the Reliability of Post-Hoc
  Explainable AI
Can we Agree? On the Rashōmon Effect and the Reliability of Post-Hoc Explainable AI
Clément Poiret
Antoine Grigis
Justin Thomas
M. Noulhiane
FAtt
70
1
0
14 Aug 2023
Machine Unlearning: Solutions and Challenges
Machine Unlearning: Solutions and Challenges
Jie Xu
Zihan Wu
Cong Wang
Xiaohua Jia
MU
163
57
0
14 Aug 2023
Data-Driven Allocation of Preventive Care With Application to Diabetes
  Mellitus Type II
Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II
Mathias Kraus
Stefan Feuerriegel
M. Saar-Tsechansky
57
13
0
14 Aug 2023
Insurance pricing on price comparison websites via reinforcement
  learning
Insurance pricing on price comparison websites via reinforcement learning
Tanut Treetanthiploet
Yufei Zhang
Lukasz Szpruch
Isaac Bowers-Barnard
Henrietta Ridley
James Hickey
C. Pearce
OffRL
56
2
0
14 Aug 2023
Robust Infidelity: When Faithfulness Measures on Masked Language Models
  Are Misleading
Robust Infidelity: When Faithfulness Measures on Masked Language Models Are Misleading
Evan Crothers
H. Viktor
Nathalie Japkowicz
AAML
68
1
0
13 Aug 2023
Explainable AI applications in the Medical Domain: a systematic review
Explainable AI applications in the Medical Domain: a systematic review
Nicoletta Prentzas
A. Kakas
Constantinos S. Pattichis
74
11
0
10 Aug 2023
FINER: Enhancing State-of-the-art Classifiers with Feature Attribution
  to Facilitate Security Analysis
FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis
Yiling He
Jian Lou
Zhan Qin
Kui Ren
FAttAAML
70
10
0
10 Aug 2023
Decoding Layer Saliency in Language Transformers
Decoding Layer Saliency in Language Transformers
Elizabeth M. Hou
Greg Castañón
MILM
67
0
0
09 Aug 2023
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly
  Attribution
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution
T. Idé
Naoki Abe
67
6
0
09 Aug 2023
Understanding the Effect of Counterfactual Explanations on Trust and
  Reliance on AI for Human-AI Collaborative Clinical Decision Making
Understanding the Effect of Counterfactual Explanations on Trust and Reliance on AI for Human-AI Collaborative Clinical Decision Making
Min Hun Lee
Chong Jun Chew
88
34
0
08 Aug 2023
SurvBeX: An explanation method of the machine learning survival models
  based on the Beran estimator
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator
Lev V. Utkin
Danila Eremenko
A. Konstantinov
75
5
0
07 Aug 2023
Feature Importance versus Feature Influence and What It Signifies for
  Explainable AI
Feature Importance versus Feature Influence and What It Signifies for Explainable AI
Kary Främling
TDIFAtt
26
7
0
07 Aug 2023
Applied metamodelling for ATM performance simulations
Applied metamodelling for ATM performance simulations
Christoffer Riis
Francisco Antunes
Tatjana Bolić
G. Gurtner
A. Cook
Carlos Lima Azevedo
Francisco Câmara Pereira
17
0
0
07 Aug 2023
Towards Machine Learning-based Fish Stock Assessment
Towards Machine Learning-based Fish Stock Assessment
Stefan Lüdtke
M. Pierce
14
1
0
07 Aug 2023
Previous
123...383940...777879
Next