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Marco Túlio Ribeiro | Researchclopedia

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Marco Túlio Ribeiro

45

Works

20,782

Citations

23

h-index

29

i10-index

Research Topics

Explainable Artificial Intelligence (XAI)Topic Modeling Natural Language Processing Techniques

Affiliations

Universidade Federal de Minas Gerais2011–2014

Microsoft (United States)2020–2023

University of Washington2016–2021

University of California, San Diego2023–2023

Microsoft Research (India)2022–2022

Top Works

"Why Should I Trust You?"

Marco Túlio Ribeiro,Sameer Singh,et al.

201614,361 citations

Adversarial Robustness in Machine Learning

Machine Learning and Data Classification

Anchors: High-Precision Model-Agnostic Explanations

Marco Túlio Ribeiro,Sameer Singh,et al.

20182,028 citations

Sparks of Artificial General Intelligence: Early experiments with GPT-4

Sébastien Bubeck,Varun Chandrasekaran,et al.

20231,528 citations

Model-Agnostic Interpretability of Machine Learning

Marco Túlio Ribeiro,Sameer Singh,et al.

2016692 citations

Semantically Equivalent Adversarial Rules for Debugging NLP models

Marco Túlio Ribeiro,Sameer Singh,et al.

2018464 citations

"Why Should I Trust You?": Explaining the Predictions of Any Classifier

Marco Túlio Ribeiro,Sameer Singh,et al.

2016346 citations

Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models

Tongshuang Wu,Marco Túlio Ribeiro,et al.

2021149 citations

Errudite: Scalable, Reproducible, and Testable Error Analysis

Tongshuang Wu,Marco Túlio Ribeiro,et al.

2019130 citations

Pareto-efficient hybridization for multi-objective recommender systems

Marco Túlio Ribeiro,Anísio Lacerda,et al.

2012128 citations