Benjamin Van Roy

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 Hong Jun Jeon

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Publications

2024
[i82]
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  - journals/corr/abs-2401-13239
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Anmol Kagrecha, Henrik Marklund, Benjamin Van Roy, Hong Jun Jeon, Richard Zeckhauser:
Adaptive Crowdsourcing Via Self-Supervised Learning. CoRR abs/2401.13239 (2024)
[i81]
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  - journals/corr/abs-2401-15530
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Hong Jun Jeon, Jason D. Lee, Qi Lei, Benjamin Van Roy:
An Information-Theoretic Analysis of In-Context Learning. CoRR abs/2401.15530 (2024)
2023
[i73]
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  - journals/corr/abs-2307-04345
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Saurabh Kumar, Henrik Marklund, Ashish Rao, Yifan Zhu, Hong Jun Jeon, Yueyang Liu, Benjamin Van Roy:
Continual Learning as Computationally Constrained Reinforcement Learning. CoRR abs/2307.04345 (2023)
2022
[c50]
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Hong Jun Jeon, Benjamin Van Roy:
An Information-Theoretic Framework for Deep Learning. NeurIPS 2022
[i65]
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  - journals/corr/abs-2203-00246
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Hong Jun Jeon, Benjamin Van Roy:
Sample Complexity versus Depth: An Information Theoretic Analysis. CoRR abs/2203.00246 (2022)
[i58]
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  - journals/corr/abs-2209-08627
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Yifan Zhu, Hong Jun Jeon, Benjamin Van Roy:
Is Stochastic Gradient Descent Near Optimal? CoRR abs/2209.08627 (2022)
[i54]
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  - journals/corr/abs-2212-01365
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Hong Jun Jeon, Benjamin Van Roy:
An Information-Theoretic Analysis of Compute-Optimal Neural Scaling Laws. CoRR abs/2212.01365 (2022)

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