Olivier Binette

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Entity Resolution

Markov Networks

Surface Fitting

Comparative Evaluation

Top Venues

IEEE Trans. Inf. Theory

J. Mach. Learn. Res.

J. Open Source Softw.

Publications

Olivier Binette, Youngsoo Baek, Siddharth Engineer, Christina Jones, Abel Dasylva, Jerome P. Reiter
How to Evaluate Entity Resolution Systems: An Entity-Centric Framework with Application to Inventor Name Disambiguation. CoRR (2024)
Olivier Binette, Jerome P. Reiter
Improving the Validity and Practical Usefulness of AI/ML Evaluations Using an Estimands Framework. CoRR (2024)
Olivier Binette, Jerome P. Reiter
ER-Evaluation: End-to-End Evaluation of Entity Resolution Systems. J. Open Source Softw. 8 (92) (2023)
Olivier Binette, Sarvo Madhavan, Jack Butler, Beth Anne Card, Emily Melluso, Christina Jones
PatentsView-Evaluation: Evaluation Datasets and Tools to Advance Research on Inventor Name Disambiguation. CoRR (2023)
Olivier Binette, Sokhna A. York, Emma Hickerson, Youngsoo Baek, Sarvo Madhavan, Christina Jones
Estimating the Performance of Entity Resolution Algorithms: Lessons Learned Through PatentsView.org. CoRR (2022)
Olivier Binette, Debdeep Pati, David B. Dunson
Bayesian Closed Surface Fitting Through Tensor Products. J. Mach. Learn. Res. 21 (2020)
Olivier Binette, Rebecca C. Steorts
(Almost) All of Entity Resolution. CoRR (2020)
Olivier Binette
A Note on Reverse Pinsker Inequalities. IEEE Trans. Inf. Theory 65 (7) (2019)
Olivier Binette
Note on Reverse Pinsker Inequalities. CoRR (2018)