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Stéphan Clémençon

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 Patrice Bertail

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Publications

2022
[i34]
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  - journals/corr/abs-2211-00603
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  - https://dblp.org/rec/journals/corr/abs-2211-00603
Pierre Laforgue, Stéphan Clémençon, Patrice Bertail:
On Medians of (Randomized) Pairwise Means. CoRR abs/2211.00603 (2022)
2021
[c68]
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  dblp key:
  - conf/icml/BertailCGN21
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  - https://dblp.org/rec/conf/icml/BertailCGN21
Patrice Bertail, Stéphan Clémençon, Yannick Guyonvarch, Nathan Noiry:
Learning from Biased Data: A Semi-Parametric Approach. ICML 2021: 803-812
2020
[j18]
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  - journals/amai/ClemenconBC20
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  - https://dblp.org/rec/journals/amai/ClemenconBC20
Stéphan Clémençon, Patrice Bertail, Gabriela Ciolek:
Statistical learning based on Markovian data maximal deviation inequalities and learning rates. Ann. Math. Artif. Intell. 88(7): 735-757 (2020)
2019
[c56]
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  dblp key:
  - conf/icml/ClemenconLB19
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Stéphan Clémençon, Pierre Laforgue, Patrice Bertail:
On Medians of (Randomized) Pairwise Means. ICML 2019: 1272-1281
2018
[c46]
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  - electronic edition @ ou.edu (open access)
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  dblp key:
  - conf/isaim/BertailCC18
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Patrice Bertail, Gabriela Ciolek, Stéphan Clémençon:
Generalization Bounds for Minimum Volume Set Estimation based on Markovian Data. ISAIM 2018
2016
[c40]
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  dblp key:
  - conf/acml/ClemenconBP16
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Stéphan Clémençon, Patrice Bertail, Guillaume Papa:
Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers. ACML 2016: 142-157
2014
[c27]
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  dblp key:
  - conf/bigdataconf/ClemenconBC14
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Stéphan Clémençon, Patrice Bertail, Emilie Chautru:
Scaling up M-estimation via sampling designs: The Horvitz-Thompson stochastic gradient descent. IEEE BigData 2014: 25-30
2008
[j2]
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  dblp key:
  - journals/csda/BertailC08
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Patrice Bertail, Stéphan Clémençon:
Approximate regenerative-block bootstrap for Markov chains. Comput. Stat. Data Anal. 52(5): 2739-2756 (2008)
[c5]
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  dblp key:
  - conf/nips/BertailCV08
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Patrice Bertail, Stéphan Clémençon, Nicolas Vayatis:
On Bootstrapping the ROC Curve. NIPS 2008: 137-144

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