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Career

· Professor in Computer Science, University of Warwick2020–

Publications (104)

Knapsack Based Optimal Policies for Budget-Limited Multi-Armed Bandits
AAAI Conference on Artificial Intelligence · 2012
199
cited
Efficient Thompson Sampling for Online Matrix-Factorization Recommendation
Neural Information Processing Systems · 2015
194
cited
Bounding the Estimation Error of Sampling-based Shapley Value Approximation With/Without Stratifying
arXiv.org · 2013
153
cited
Efficient crowdsourcing of unknown experts using bounded multi-armed bandits
Artificial Intelligence · 2014
136
cited
Epsilon-First Policies for Budget-Limited Multi-Armed Bandits
AAAI Conference on Artificial Intelligence · 2010
122
cited
Deceiving Cyber Adversaries: A Game Theoretic Approach
Adaptive Agents and Multi-Agent Systems · 2018
102
cited
Efficient budget allocation with accuracy guarantees for crowdsourcing classification tasks
Adaptive Agents and Multi-Agent Systems · 2013
92
cited
Efficient Crowdsourcing of Unknown Experts using Multi-Armed Bandits
European Conference on Artificial Intelligence · 2012
90
cited
A machine learning approach for monitoring ship safety in extreme weather events
2021
83
cited
BudgetFix: budget limited crowdsourcing for interdependent task allocation with quality guarantees
Adaptive Agents and Multi-Agent Systems · 2014
56
cited
Efficient Regret Bounds for Online Bid Optimisation in Budget-Limited Sponsored Search Auctions
Conference on Uncertainty in Artificial Intelligence · 2014
37
cited
Fostering Cooperation in Structured Populations Through Local and Global Interference Strategies
International Joint Conference on Artificial Intelligence · 2018
37
cited
Crowdsourcing Complex Workflows under Budget Constraints
AAAI Conference on Artificial Intelligence · 2015
34
cited
Imitative Follower Deception in Stackelberg Games
ACM Conference on Economics and Computation · 2019
34
cited
Optimal Escape Interdiction on Transportation Networks
International Joint Conference on Artificial Intelligence · 2017
33
cited
Playing Repeated Security Games with No Prior Knowledge
Adaptive Agents and Multi-Agent Systems · 2016
33
cited
Unifying the stochastic and the adversarial Bandits with Knapsack
International Joint Conference on Artificial Intelligence · 2018
28
cited
On the Existence of Pure Strategy Nash Equilibria in Integer-Splittable Weighted Congestion Games
Algorithmic Game Theory · 2011
27
cited
Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information
AAAI Conference on Artificial Intelligence · 2019
24
cited
Coalitional Security Games
Adaptive Agents and Multi-Agent Systems · 2016
22
cited
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