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Search: subject:"Machine Learning and Data Science"
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Artificial intelligence
45
Künstliche Intelligenz
45
Machine Learning and Data Science
45
Theorie
26
Theory
26
Learning process
19
Lernprozess
19
Mathematical programming
14
Mathematische Optimierung
14
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11
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11
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9
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7
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Prognoseverfahren
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Robust statistics
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reinforcement learning
5
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Nonparametric statistics
4
Sampling
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Statistical theory
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3
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English
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Chen, Yuxin
5
Li, Gen
4
Chi, Yuejie
3
Kallus, Nathan
3
Wager, Stefan
3
Wei, Yuting
3
Cai, Changxiao
2
Kuhn, Daniel
2
Li, Xudong
2
Shah, Devavrat
2
Wang, Yining
2
Zhang, Anru
2
Zhou, Zhengyuan
2
Albert, Michael
1
Athey, Susan
1
Bennett, Andrew
1
Bertsimas, Dimitris
1
Bhandari, Jalaj
1
Bonami, Pierre
1
Borgs, Christian
1
Bouardi, Hamza Tazi
1
Cai, Biao
1
Cen, Shicong
1
Chayes, Jennifer T.
1
Chen, Xi
1
Chen, Zaiwei
1
Cheng, Chen
1
Choe, Yo Joong
1
Conitzer, Vincent
1
Dedieu, Antoine
1
Duchi, John C.
1
Enikeeva, Farida
1
Fan, Jianqing
1
Fang, Ethan X.
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Freund, Daniel
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Operations research
45
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ECONIS (ZBW)
46
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21
Robust dynamic assortment optimization in the presence of outlier customers
Chen, Xi
;
Krishnamurthy, Akshay
;
Wang, Yining
- In:
Operations research
72
(
2024
)
3
,
pp. 999-1015
Persistent link: https://www.econbiz.de/10014557443
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22
Adversarial robustness for latent models : revisiting the robust-standard accuracies tradeoff
Javanmard, Adel
;
Mehrabi, Mohammad
- In:
Operations research
72
(
2024
)
3
,
pp. 1016-1030
Persistent link: https://www.econbiz.de/10014557444
Saved in:
23
Efficient decentralized multi-agent learning in asymmetric bipartite queueing systems
Freund, Daniel
;
Lykouris, Thodoris
;
Weng, Wentao
- In:
Operations research
72
(
2024
)
3
,
pp. 1049-1070
Persistent link: https://www.econbiz.de/10014557446
Saved in:
24
Proximal reinforcement learning : efficient off-policy evaluation in partially observed markov decision processes
Bennett, Andrew
;
Kallus, Nathan
- In:
Operations research
72
(
2024
)
3
,
pp. 1071-1086
Persistent link: https://www.econbiz.de/10014557447
Saved in:
25
A Lyapunov theory for finite-sample guarantees of Markovian stochastic approximation
Chen, Zaiwei
;
Maguluri, Siva Theja
;
Shakkottai, Sanjay
; …
- In:
Operations research
72
(
2024
)
4
,
pp. 1352-1367
Persistent link: https://www.econbiz.de/10015045379
Saved in:
26
Comparing sequential forecasters
Choe, Yo Joong
;
Ramdas, Aaditya
- In:
Operations research
72
(
2024
)
4
,
pp. 1368-1387
Persistent link: https://www.econbiz.de/10015045380
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27
Best principal submatrix selection for the maximum entropy sampling problem : scalable algorithms and performance guarantees
Li, Yongchun
;
Xie, Weijun
- In:
Operations research
72
(
2024
)
2
,
pp. 493-513
Persistent link: https://www.econbiz.de/10014520784
Saved in:
28
Recursive importance sketching for rank constrained least squares : algorithms and high-order convergence
Luo, Yuetian
;
Huang, Wen
;
Li, Xudong
;
Zhang, Anru
- In:
Operations research
72
(
2024
)
1
,
pp. 237-256
Persistent link: https://www.econbiz.de/10014505097
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29
Subset selection with shrinkage : sparse linear modeling when the SNR is low
Mazumder, Rahul
;
Radchenko, Peter
;
Dedieu, Antoine
- In:
Operations research
71
(
2023
)
1
,
pp. 129-147
Persistent link: https://www.econbiz.de/10014308406
Saved in:
30
Offline multi-action policy learning : generalization and optimization
Zhou, Zhengyuan
;
Athey, Susan
;
Wager, Stefan
- In:
Operations research
71
(
2023
)
1
,
pp. 148-183
Persistent link: https://www.econbiz.de/10014308411
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