Marco Tulio Ribeiro
Marco Tulio Ribeiro
Microsoft Research
Verified email at cs.washington.edu - Homepage
Title
Cited by
Cited by
Year
" Why Should I Trust You?": Explaining the Predictions of Any Classifier
MT Ribeiro, S Singh, C Guestrin
Knowledge Discovery and Data Mining (ACM KDD), 2016
37672016
Anchors: High-Precision Model-Agnostic Explanations
MT Ribeiro, S Singh, C Guestrin
AAAI, 2018
4012018
Model-agnostic interpretability of machine learning
MT Ribeiro, S Singh, C Guestrin
arXiv preprint arXiv:1606.05386, 2016
2262016
Semantically Equivalent Adversarial Rules for Debugging NLP Models
MT Ribeiro, S Singh, C Guestrin
Association for Computational Linguistics (ACL), 2018
1392018
Pareto-efficient hybridization for multi-objective recommender systems
MT Ribeiro, A Lacerda, A Veloso, N Ziviani
Proceedings of the sixth ACM conference on Recommender systems, 19-26, 2012
932012
Multiobjective pareto-efficient approaches for recommender systems
MT Ribeiro, N Ziviani, ESD Moura, I Hata, A Lacerda, A Veloso
ACM Transactions on Intelligent Systems and Technology (TIST) 5 (4), 1-20, 2014
752014
Nothing else matters: model-agnostic explanations by identifying prediction invariance
MT Ribeiro, S Singh, C Guestrin
arXiv preprint arXiv:1611.05817, 2016
402016
Programs as black-box explanations
S Singh, MT Ribeiro, C Guestrin
arXiv preprint arXiv:1611.07579, 2016
392016
Errudite: Scalable, reproducible, and testable error analysis
T Wu, MT Ribeiro, J Heer, DS Weld
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
162019
Are red roses red? evaluating consistency of question-answering models
MT Ribeiro, C Guestrin, S Singh
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
122019
Spam detection using web page content: a new battleground
MT Ribeiro, PHC Guerra, L Vilela, A Veloso, D Guedes, W Meira Jr, ...
Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti …, 2011
72011
A holistic hybrid algorithm for user recommendation on twitter
S Guimarães, MT Ribeiro, R Assunção, W Meira Jr
Journal of Information and Data Management 4 (3), 341-341, 2013
52013
Spam miner: a platform for detecting and characterizing spam campaigns
PHC Guerra, DEV Pires, MTC Ribeiro, D Guedes, W Meira Jr, C Hoepers, ...
Proc. 6th Conf. Email Anti-Spam, 2008
52008
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
MT Ribeiro, T Wu, C Guestrin, S Singh
Association for Computational Linguistics (ACL), 2020
42020
Squinting at vqa models: Interrogating vqa models with sub-questions
RR Selvaraju, P Tendulkar, D Parikh, E Horvitz, M Ribeiro, B Nushi, ...
arXiv preprint arXiv:2001.06927, 2020
32020
Multi-objective pareto-efficient algorithms for recommender systems
MTC Ribeiro
Universidade Federal de Minas Gerais, 2013
32013
Spam miner: A platform for detecting and characterizing spam campaigns
PH Calais, DEV Pires, MTC Ribeiro, D Guedes, W Meira Jr, C Hoepers, ...
32009
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions
RR Selvaraju, P Tendulkar, D Parikh, E Horvitz, MT Ribeiro, B Nushi, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
12020
Mining Twitter for Feelings and Opinions
MTC Ribeiro, A Veloso, W Meira Jr, GL Pappa, L Cherchiglia, LV Teixeira, ...
SBBD, 2010
12010
Intelligible and Explainable Machine Learning: Best Practices and Practical Challenges
R Caruana, S Lundberg, MT Ribeiro, H Nori, S Jenkins
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–20