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Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks.

A. Rashid, S. Hacker, G. Zhang, A. Kristiadi, and P. Poupart. AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3034-3042. PMLR, (2024)

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Pascal Vogel

Pascal Schneider

Pascal Siegers

Pascal Blümmel

Pascal Häller

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Policy optimization by marginal-map probabilistic inference in generative models.I. Kiselev, and P. Poupart. AAMAS, page 1611-1612. IFAAMAS/ACM, (2014)Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players.Y. Luo, O. Schulte, and P. Poupart. IJCAI, page 3356-3363. ijcai.org, (2020)Scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic..Analyzing and Escaping Local Optima in Planning as Inference for Partially Observable Domains.P. Poupart, T. Lang, and M. Toussaint. ECML/PKDD (2), volume 6912 of Lecture Notes in Computer Science, page 613-628. Springer, (2011)An Empirical Study of Methods for SPN Learning and Inference.C. Butz, J. de S. Oliveira, A. dos Santos, A. Teixeira, P. Poupart, and A. Kalra. PGM, volume 72 of Proceedings of Machine Learning Research, page 49-60. PMLR, (2018)SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks.A. Molina, A. Vergari, K. Stelzner, R. Peharz, P. Subramani, N. Mauro, P. Poupart, and K. Kersting. CoRR, (2019)Vector-space Analysis of Belief-state Approximation for POMDPsP. Poupart, and C. Boutilier. CoRR, (2013)Is the sky pure today? AwkChecker: an assistive tool for detecting and correcting collocation errors.T. Park, E. Lank, P. Poupart, and M. Terry. UIST, page 121-130. ACM, (2008)Continuous Correlated Beta Processes.R. Goetschalckx, P. Poupart, and J. Hoey. IJCAI, page 1269-1274. IJCAI/AAAI, (2011)Point-Based Value Iteration for Constrained POMDPs.D. Kim, J. Lee, K. Kim, and P. Poupart. IJCAI, page 1968-1974. IJCAI/AAAI, (2011)Affective Neural Response Generation.N. Asghar, P. Poupart, J. Hoey, X. Jiang, and L. Mou. CoRR, (2017)

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Disambiguation of "Poupart, Pascal"

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Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks.

Please choose a person to relate this publication to

Pascal Vogel

Pascal Schneider

Pascal Siegers

Pascal Blümmel

Pascal Häller

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Poupart, Pascal"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks.

Please choose a person to relate this publication to

Pascal Vogel

Pascal Schneider

Pascal Siegers

Pascal Blümmel

Pascal Häller

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks.