- Abstract:
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Suppose that an m-simplex is partitioned into n convex regions having disjoint interiors and distinct labels, and we may learn the label of any point by querying it. The learning objective is to know, for any point in the simplex, a label that occurs within some distance ε from that point. We present two algorithms for this task: Constant-Dimension Generalised Binary Search (CD-GBS), which for constant m uses poly(n,log(1ε)) queries, and Constant-Region Generalised Binary Search (CR-GBS...
Expand abstract - Publication status:
- Published
- Peer review status:
- Peer reviewed
- Version:
- Accepted Manuscript
- Files:
-
-
(pdf, 413.4kb)
-
- Publisher copy:
- 10.1007/978-3-030-04612-5_12
-
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- Funding agency for:
- Marmolejo Cossío, F
- Publisher:
- Springer, Cham Publisher's website
- Volume:
- 11316
- Pages:
- 168-187
- Series:
- Lecture Notes in Computer Science
- Publication date:
- 2018-11-21
- Acceptance date:
- 2018-09-24
- DOI:
- ISSN:
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0302-9743
- Pubs id:
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pubs:941351
- URN:
-
uri:6b643ee2-10ef-4658-b710-ea21d6d4ceba
- UUID:
-
uuid:6b643ee2-10ef-4658-b710-ea21d6d4ceba
- Local pid:
- pubs:941351
- ISBN:
- 978-3-030-04612-5
- Copyright holder:
- Springer Nature Switzerland AG
- Copyright date:
- 2018
- Notes:
-
Copyright © 2018 Springer Nature Switzerland AG. This is the accepted manuscript version of the paper. The final version is available online from Springer at: https://doi.org/10.1007/978-3-030-04612-5_12
Conference item
Learning convex partitions and computing game-theoretic equilibria from best response queries
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+ Mexican National Council of Science and
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