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06/07/2023
Self-Resolving Prediction Markets for Unverifiable Outcomes
Prediction markets elicit and aggregate beliefs by paying agents based o...
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08/27/2021
Auctions and Prediction Markets for Scientific Peer Review
Peer reviewed publications are considered the gold standard in certifyin...
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10/20/2020
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
Modeling joint probability distributions over sequences has been studied...
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10/14/2020
Learning Deep Features in Instrumental Variable Regression
Instrumental variable (IV) regression is a standard strategy for learnin...
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12/02/2019
Expressiveness and Learning of Hidden Quantum Markov Models
Extending classical probabilistic reasoning using the quantum mechanical...
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03/09/2019
Learning Quantum Graphical Models using Constrained Gradient Descent on the Stiefel Manifold
Quantum graphical models (QGMs) extend the classical framework for reaso...
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10/29/2018
Learning and Inference in Hilbert Space with Quantum Graphical Models
Quantum Graphical Models (QGMs) generalize classical graphical models by...
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03/15/2018
A Simple and Effective Approach to the Story Cloze Test
In the Story Cloze Test, a system is presented with a 4-sentence prompt ...
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10/24/2017