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Social Sciences 論文レビュー
Social Sciences 分野の主要論文を動機・手法・結果に構造化した AI 論文レビュー一覧です。
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A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
Eric Brochu, Vlad M. Cora, +1
arXiv (Cornell University)
|
2010
|
2,138 citations
Equality of Opportunity in Supervised Learning
Moritz Hardt, Eric Price, +1
arXiv (Cornell University)
|
2016
|
1,909 citations
On the Convergence of Adam and Beyond
Sashank J. Reddi, Satyen Kale, +1
arXiv (Cornell University)
|
2019
|
1,613 citations
Natural Scales in Geographical Patterns
Telmo Menezes, Camille Roth
arXiv (Cornell University)
|
2017
|
1,130 citations
Information, Community, and Action: How Nonprofit Organizations Use Social Media
Lovejoy, Kristen, Saxton, Gregory D.
arXiv (Cornell University)
|
2012
|
869 citations
Counterfactual Fairness
Matt J. Kusner, Joshua R. Loftus, +2
arXiv (Cornell University)
|
2017
|
868 citations
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning
Stéphane Ross, Geoffrey J. Gordon, +1
arXiv (Cornell University)
|
2010
|
840 citations
Analysis of Thompson Sampling for the multi-armed bandit problem
Shipra Agrawal, Navin Goyal
arXiv (Cornell University)
|
2011
|
738 citations
Supervised Dictionary Learning
Julien Mairal, Francis R. Bach, +3
ArXiv.org
|
2008
|
734 citations
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models
Emilie Kaufmann, Olivier Cappé, +1
arXiv (Cornell University)
|
2014
|
704 citations
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