https://openreview.net/forum?id=u9RvlvaBC7
Off-Policy Risk Assessment in Contextual Bandits | OpenReview
Even when unable to run experiments, practitioners can evaluate prospective policies, using previously logged data. However, while the bandits literature has...
risk assessmentcontextual banditspolicyopenreview
https://papers.neurips.cc/paper_files/paper/2016/hash/dfa92d8f817e5b08fcaafb50d03763cf-Abstract.html
Improved Regret Bounds for Oracle-Based Adversarial Contextual Bandits
contextual banditsimprovedregretboundsoracle
https://nrc-publications.canada.ca/eng/view/object/?id=670082a6-52ed-40ab-a729-121819577672
Development of a contextual bandits-based thermal mass preconditioning algorithm for dynamic...
Development of a contextual bandits-based thermal mass preconditioning algorithm for dynamic electricity pricing
contextual banditsthermal massdevelopmentbasedpreconditioning
https://experts.illinois.edu/en/publications/algorithms-with-logarithmic-or-sublinear-regret-for-constrained-c/fingerprints/
Algorithms with logarithmic or sublinear regret for constrained contextual bandits - Fingerprint -...
contextual banditsalgorithmslogarithmicregretfingerprint
https://bytez.com/docs/arxiv/1810.05065/paper
Regularized Contextual Bandits | Read Paper on Bytez
Oct 11, 2018 - We consider the stochastic contextual bandit problem with additional regularization. The motivation comes from problems where the policy of the agent must be...
contextual banditsread paper
https://www.thejournal.club/c/paper/392351/
Offline Contextual Bandits for Wireless Network Optimization
contextual banditswireless networkofflineoptimization
https://mcpanalytics.ai/articles/contextual-bandits-practical-guide-for-data-driven-decisions
Contextual Bandits: Practical Guide for Data-Driven Decisions - MCP Analytics
Learn how to apply Contextual Bandits to make better business decisions with data.
data driven decisionscontextual banditspractical guidemcpanalytics
https://www.rohan-paul.com/p/ml-case-study-interview-question-535
ML Case-study Interview Question: Unifying E-commerce Notifications with Contextual Bandits for...
Browse all the ML Case-Studies here.
case studyinterview questioncontextual banditsmlcommerce
https://www.thoughtworks.com/en-es/radar/techniques/contextual-bandits
Contextual bandits | Technology Radar | Thoughtworks Spain
Contextual bandits is a type of reinforcement learning that is well suited for problems with exploration/exploitation trade-offs. Named after "bandits," or...
contextual banditstechnology radarthoughtworksspain
https://papers.nips.cc/paper_files/paper/2020/hash/033cc385728c51d97360020ed57776f0-Abstract.html
Efficient Contextual Bandits with Continuous Actions
contextual banditsefficientcontinuousactions
https://papers.cool/venue/588@2020@IJCAI
Efficient and Robust High-Dimensional Linear Contextual Bandits | Cool Papers - Immersive Paper...
The linear contextual bandits is a sequential decision-making problem where an agent decides among sequential actions given their corresponding contexts. Since...
contextual banditsefficientrobusthighdimensional
https://pure.psu.edu/en/publications/dynamic-ensemble-of-contextual-bandits-to-satisfy-users-changing-/
Dynamic ensemble of contextual bandits to satisfy users' changing interests - Penn State
contextual banditspenn statedynamicensemblesatisfy
https://liner.com/review/cbrap-contextual-bandits-with-random-projection
CBRAP: Contextual Bandits with RAndom Projection [Quick Review]
Regarding this AAAI 2017 paper, this review summarizes CBRAP, an algorithm for contextual bandits using random projection for high-dimensional data.
contextual banditsquick reviewrandomprojection
https://researchportal.ip-paris.fr/fr/publications/privacy-amplification-via-shuffling-for-linear-contextual-bandits/
Privacy Amplification via Shuffling for Linear Contextual Bandits - Institut Polytechnique de Paris
contextual banditsde parisprivacyamplificationvia
https://proceedings.mlr.press/v162/xu22p.html
Langevin Monte Carlo for Contextual Bandits
Jun 28, 2022 - Langevin Monte Carlo for Contextual BanditsPan Xu, Hongkai Zheng, Eric V Mazumdar, Kamyar Azizzadenesheli, Animashree AnandkumarWe study ...
monte carlocontextual banditslangevin
https://scholars.cityu.edu.hk/en/publications/robust-contextual-combinatorial-multi-armed-bandits-for-unreliabl/fingerprints/
Robust Contextual Combinatorial Multi-Armed Bandits for Unreliable Network Systems - Fingerprint -...
network systemsrobustcontextualmultiarmed