Douglas J. Leith

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 Daron Anderson

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Publications

2023
[j82]
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Daron Anderson, George Iosifidis, Douglas J. Leith:
Lazy Lagrangians for Optimistic Learning With Budget Constraints. IEEE/ACM Trans. Netw. 31(5): 1935-1949 (2023)
2022
[j81]
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  - electronic edition @ jmlr.org (open access)
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Daron Anderson, Douglas J. Leith:
Expected Regret and Pseudo-Regret are Equivalent When the Optimal Arm is Unique. J. Mach. Learn. Res. 23: 293:1-293:12 (2022)
[i64]
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  - journals/corr/abs-2201-02890
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Daron Anderson, George Iosifidis, Douglas J. Leith:
Lazy Lagrangians with Predictions for Online Learning. CoRR abs/2201.02890 (2022)
2021
[c94]
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Daron Anderson, Douglas J. Leith:
The Lazy Online Subgradient Algorithm is Universal on Strongly Convex Domains. NeurIPS 2021: 5874-5884
[c92]
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  - conf/sigir/ShamsAL21
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Sulthana Shams, Daron Anderson, Douglas J. Leith:
Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users. SIGIR 2021: 1613-1616
2020
[i56]
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  - journals/corr/abs-2004-01739
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Daron Anderson, Douglas J. Leith:
Universal Algorithms: Beyond the Simplex. CoRR abs/2004.01739 (2020)
2019
[i53]
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  - journals/corr/abs-1909-05007
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Daron Anderson, Douglas J. Leith:
Optimality of the Subgradient Algorithm in the Stochastic Setting. CoRR abs/1909.05007 (2019)
[i51]
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  - journals/corr/abs-1911-04307
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Daron Anderson, Douglas J. Leith:
Learning The Best Expert Efficiently. CoRR abs/1911.04307 (2019)

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