Foster J. Provost

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Carlos Fernández-Loría

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Publications

2024
[i12]
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  - journals/corr/abs-2406-09567
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  - https://dblp.org/rec/journals/corr/abs-2406-09567
Carlos Fernández-Loría, Yanfang Hou, Foster J. Provost, Jennifer Hill:
Causal Fine-Tuning and Effect Calibration of Non-Causal Predictive Models. CoRR abs/2406.09567 (2024)
2023
[j50]
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  - journals/isr/Fernandez-Loria23a
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Carlos Fernández-Loría, Foster J. Provost, Jesse Anderton, Benjamin A. Carterette, Praveen Chandar:
A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation. Inf. Syst. Res. 34(2): 786-803 (2023)
2022
[j48]
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  - journals/jmlr/Fernandez-Loria22
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Carlos Fernández-Loría, Foster J. Provost:
Causal Classification: Treatment Effect Estimation vs. Outcome Prediction. J. Mach. Learn. Res. 23: 59:1-59:35 (2022)
2021
[i10]
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  - journals/corr/abs-2104-04103
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Carlos Fernández-Loría, Foster J. Provost:
Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters. CoRR abs/2104.04103 (2021)
2020
[c55]
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  - conf/icis/Fernandez-Loria20
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Carlos Fernández-Loría, Foster J. Provost:
Combining Observational and Experimental Data to Improve Large-Scale Decision-Making. ICIS 2020

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