Characterization of Incentive Compatibility of an Ex-ante Constrained Player
Authors: Bonan Ni, Pingzhong Tang5156-5163
AAAI 2022 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | Under very mild conditions on the mechanism environments, we give a full characterization of IC via the taxation principle and show, perhaps surprisingly, that such IC mechanisms are fully characterized by the so-called auto-bidding mechanisms, which are pervasively fielded in the online advertising industry. The paper includes multiple theorems (Theorem 1, Theorem 2, Theorem 3) and lemmas (Lemma 1, Lemma 2, Lemma 3, Lemma 4) with detailed proofs. |
| Researcher Affiliation | Academia | Bonan Ni, Pingzhong Tang Institute for Interdisciplinary Information Sciences Tsinghua University bricksern@gmail.com, kenshinping@gmail.com |
| Pseudocode | No | The paper does not contain any pseudocode or clearly labeled algorithm blocks. |
| Open Source Code | No | The paper does not provide any statements about the availability of open-source code for the methodology described. |
| Open Datasets | No | The paper is theoretical and does not describe or use any datasets for training, validation, or testing. |
| Dataset Splits | No | The paper is theoretical and does not describe experimental validation, including training, validation, or test dataset splits. |
| Hardware Specification | No | The paper is theoretical and does not describe any experiments or the hardware used to run them. |
| Software Dependencies | No | The paper is theoretical and does not describe any specific software dependencies with version numbers for experimental setup. |
| Experiment Setup | No | The paper is theoretical and does not describe any experimental setup details, hyperparameters, or training configurations. |