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Decision Sciences
Decision Sciences 論文レビュー
Decision 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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5,566 results
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
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
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models
Emilie Kaufmann, Olivier Cappé, +1
arXiv (Cornell University)
|
2014
|
704 citations
Graphical Models for Game Theory
Michael Kearns, Michael L. Littman, +1
arXiv (Cornell University)
|
2013
|
563 citations
Thompson Sampling for Contextual Bandits with Linear Payoffs
Shipra Agrawal, Navin Goyal
arXiv (Cornell University)
|
2012
|
547 citations
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting
Boris N. Oreshkin, Dmitri Carpov, +2
arXiv (Cornell University)
|
2019
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517 citations
An Introductory Study on Time Series Modeling and Forecasting
Ratnadip Adhikari, R. K. Agrawal
arXiv (Cornell University)
|
2013
|
509 citations
GetDist: a Python package for analysing Monte Carlo samples
Antony Lewis
arXiv (Cornell University)
|
2019
|
508 citations
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes
Ohad Shamir, Tong Zhang
arXiv (Cornell University)
|
2012
|
411 citations
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