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06/03/2023
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
Many machine learning problems require performing dataset valuation, i.e...
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09/18/2022
Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation
Both in academic and industry-based research, online evaluation methods ...
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06/28/2022
Welfare-Optimized Recommender Systems
We present a recommender system based on the Random Utility Model. Onlin...
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08/10/2021
A heuristic for estimating Nash equilibria in first-price auctions with correlated values
Our paper concerns the computation of Nash equilibria of first-price auc...
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08/06/2021
Causal Inference Theory with Information Dependency Models
Inferring the potential consequences of an unobserved event is a fundame...
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08/06/2021
Topological Conditional Separation
Pearl's d-separation is a foundational notion to study conditional indep...
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08/06/2021
Conditional Separation as a Binary Relation
Pearl's d-separation is a foundational notion to study conditional indep...
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04/12/2021
Kuhn's Equivalence Theorem for Games in Product Form
We propose an alternative to the tree representation of extensive form g...
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12/03/2020
Bidding Through the Lens of Attribution: Pick the Right Labels!
Attribution-the mechanism that assigns conversion credits to individual ...
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06/26/2020
Kuhn's Equivalence Theorem for Games in Intrinsic Form
We state and prove Kuhn's equivalence theorem for a new representation o...
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07/23/2019
Optimal auctions for networked markets with externalities
Motivated by the problem of market power in electricity markets, we intr...
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08/21/2018