Publications

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. Joint Online Learning and Decision-making via Dual Mirror Descent. ICML, 2021.

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. Optimal Bidding, Allocation, and Budget Spending for a Demand-Side Platform with Generic Auctions. 2021.

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. Stochastic In-Face Frank-Wolfe Methods for Non-Convex Optimization and Sparse Neural Network Training. 2019.

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. Predicting different types of conversions with multi-task learning in online advertising. KDD, 2019.

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. Optimal Bidding, Allocation and Budget Spending for a Demand Side Platform Under Many Auction Types. AdKDD, 2018.

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. Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising. WWW, 2018.

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. Profit Maximization for Online Advertising Demand-Side Platform. AdKDD, 2017.

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. Intertemporal stochastic sawmill planning: Modeling and managerial insights. Computers and Industrial Engineering, 2016.

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. Agent-based hardware-in-the-loop simulation for UAV/UGV surveillance and crowd control system. WSC, 2013.

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. A DDDAMS-based planning and control framework for surveillance and crowd control via UAVs and UGVs. Expert Systems with Applications, 2013.

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