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Decision Sciences 论文解读
Decision Sciences 领域重要论文的 AI 解读列表，按研究动机、方法与结果结构化呈现。
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5,756 results
The Many Faces of Exponential Weights in Online Learning
Dirk van der Hoeven, Tim van Erven, +1
arXiv (Cornell University)
|
2018
|
53 citations
A Second-order Bound with Excess Losses
Pierre Gaillard, Gilles Stoltz, +1
arXiv (Cornell University)
|
2014
|
52 citations
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems
Katiana Kontolati, Dimitrios Loukrezis, +3
arXiv (Cornell University)
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2022
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52 citations
Adaptive Online Learning in Dynamic Environments
Lijun Zhang, Shiyin Lu, +1
arXiv (Cornell University)
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2018
|
52 citations
An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family
Alexandre de Brébisson, Pascal Vincent
arXiv (Cornell University)
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2015
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52 citations
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles
Dylan J. Foster, Alexander Rakhlin
arXiv (Cornell University)
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2020
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52 citations
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games
Sougata Chaudhuri, Ambuj Tewari
arXiv (Cornell University)
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2016
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52 citations
Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors
Danijar Hafner, Dustin Tran, +3
arXiv (Cornell University)
|
2018
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52 citations
Sequential Transfer in Multi-armed Bandit with Finite Set of Models
Mohammad Gheshlaghi Azar, Alessandro Lazaric, +1
arXiv (Cornell University)
|
2013
|
52 citations
About the size of Google Scholar: playing the numbers
Enrique Orduña‐Malea, Juan Manuel Ayllón, +2
arXiv (Cornell University)
|
2014
|
51 citations
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