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Multi-armed bandits in the presence of side observations in social networks
8 references·2 citing·34 second hop
Multi-armed bandits in the presence of side observations in social networks (2013)Multi-armed bandits in the presence of si…Leveraging Side Observations in Stochastic Bandits (2012)Leveraging Side Observations …From Bandits to Experts: On the Value of Side-Observations (2011)From Bandits to Experts: On t…Exploration–exploitation tradeoff using variance estimates in multi-armed bandits (2009)Exploration–exploitation trad…An Economic Model of Friendship: Homophily, Minorities, and Segregation (2009)An Economic Model of Friendsh…Gambling in a rigged casino: The adversarial multi-armed bandit problem (2002)Gambling in a rigged casino: …Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Sample mean based index policies by O(log n) regret for the multi-armed bandit problem (1995)Sample mean based index polic…Homophily, Selection, and Socialization in Adolescent Friendships (1978)Homophily, Selection, and Soc…Local Clustering in Contextual Multi-Armed Bandits (2021)Local Clustering in Contextua…Social Imitation in Cooperative Multiarmed Bandits: Partition-Based Algorithms with Strictly Local Information (2018)Social Imitation in Cooperati…Nature of Prejudice (1954)Job Creation and Job Destruction in the Theory of Unemployment (1994)Birds of a Feather: Homophily in Social Networks (2001)Games on Networks (2014)Homophily, group size, and the diffusion of political information in social networks: Evidence from Twitter (2016)Does Climate Change Affect Real Estate Prices? Only If You Believe In It (2018)Adaptive Treatment Allocation and the Multi-Armed Bandit Problem (1987)Asymptotically efficient allocation rules for the multiarmed bandit problem with multiple plays-Part I: I.I.D. rewards (1987)Asymptotically efficient adaptive allocation rules for the multiarmed bandit problem with switching cost (1988)Using confidence bounds for exploitation-exploration trade-offs (2003)The Psychology of Interpersonal Relations. (1958)The Social Psychology of Groups (1959)Social Behavior: Its Elementary Forms (1963)We Know Some Things: Parent–Adolescent Relationships in Retrospect and Prospect (2001)Peer Interactions, Relationships, and Groups (2007)Some aspects of the sequential design of experiments (1952)Multi-Armed Bandit Allocation Indices. (1990)Improved Algorithms for Linear Stochastic Bandits (2011)Bandit Algorithms (2020)The Nonstochastic Multiarmed Bandit Problem (2002)Prediction, Learning, and Games (2006)Linearly Parameterized Bandits (2010)Efficient learning by implicit exploration in bandit problems with side observations (2026)Multi-Armed Bandit Allocation Indices (1989)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Cooperative Multi-Agent Bandits with Heavy Tails (2020)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Simple Adaptive Procedure Leading to Correlated Equilibrium (2000)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A Gang of Bandits (2013)Stochastic bandits with side observations on networks (2014)Collaborative Learning of Stochastic Bandits Over a Social Network (2016)
this work references cited by second hop

References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem6,033 cited
  • 1978Homophily, Selection, and Socialization in Adolescent Friendships1,487 cited
  • 2009An Economic Model of Friendship: Homophily, Minorities, and Segregation848 cited
  • 2002Gambling in a rigged casino: The adversarial multi-armed bandit problem750 cited
  • 2009Exploration–exploitation tradeoff using variance estimates in multi-armed bandits571 cited
  • 1995Sample mean based index policies by O(log n) regret for the multi-armed bandit problem566 cited
  • 2011From Bandits to Experts: On the Value of Side-Observations167 cited
  • 2012Leveraging Side Observations in Stochastic Bandits68 cited

Cited by

  • 2018Social Imitation in Cooperative Multiarmed Bandits: Partition-Based Algorithms with Strictly Local Information28 cited
  • 2021Local Clustering in Contextual Multi-Armed Bandits26 cited

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