Tolga Bolukbasi

According to our database1, Tolga Bolukbasi authored at least 21 papers between 2014 and 2022.

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Bibliography

2022
Tracing Knowledge in Language Models Back to the Training Data.
CoRR, 2022

IMACS: Image Model Attribution Comparison Summaries.
CoRR, 2022

2021
An Interpretability Illusion for BERT.
CoRR, 2021

Guided Integrated Gradients: An Adaptive Path Method for Removing Noise.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
The What-If Tool: Interactive Probing of Machine Learning Models.
IEEE Trans. Vis. Comput. Graph., 2020

Probing ML models for fairness with the what-if tool and SHAP: hands-on tutorial.
Proceedings of the FAT* '20: Conference on Fairness, 2020

The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

2019
Debiasing Embeddings for Reduced Gender Bias in Text Classification.
CoRR, 2019

Segment Integrated Gradients: Better attributions through regions.
CoRR, 2019

XRAI: Better Attributions Through Regions.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Robust Text Classifier on Test-Time Budgets.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
Building a Robust Text Classifier on a Test-Time Budget.
CoRR, 2018

Zero-Shot Detection.
CoRR, 2018

2017
Adaptive Neural Networks for Fast Test-Time Prediction.
CoRR, 2017

Adaptive Neural Networks for Efficient Inference.
Proceedings of the 34th International Conference on Machine Learning, 2017

Resource Constrained Structured Prediction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Quantifying and Reducing Stereotypes in Word Embeddings.
CoRR, 2016

Structured Prediction with Test-time Budget Constraints.
CoRR, 2016

Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
BING++: A Fast High Quality Object Proposal Generator at 100fps.
CoRR, 2015

2014
Model Selection by Linear Programming.
Proceedings of the Computer Vision - ECCV 2014, 2014


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