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Publication search results
found 149 matches
- 2024
- Yulu Guo, Hui Shi, Zengshou Dong:
A hybrid residual correction method with auxiliary particle filter and conditional kernel density estimation for remaining useful life prediction. Comput. Ind. Eng. 193: 110288 (2024) - Alex Moore, Davide Morelli:
conDENSE: Conditional Density Estimation for Time Series Anomaly Detection. J. Artif. Intell. Res. 79: 801-824 (2024) - Tukaram K. Gawali, Shailesh S. Deore:
Dual-discriminator conditional Giza pyramids construction generative adversarial network based traffic density recognition using road vehicle images. Int. J. Mach. Learn. Cybern. 15(3): 1007-1024 (2024) - Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez:
Winner-takes-all learners are geometry-aware conditional density estimators. ICML 2024 - SeungHwan An, Gyeongdong Woo, Jaesung Lim, ChangHyun Kim, Sungchul Hong, Jong-June Jeon:
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis. CoRR abs/2405.20602 (2024) - Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez:
Winner-takes-all learners are geometry-aware conditional density estimators. CoRR abs/2406.04706 (2024) - 2023
- Gustavo Grivol, Rafael Izbicki, Alex A. Okuno, Rafael Bassi Stern:
Flexible conditional density estimation for time series. CoRR abs/2301.09671 (2023) - Yifei Xiong, Nianqiao P. Ju, Sanguo Zhang:
Conditional Density Estimations from Privacy-Protected Data. CoRR abs/2310.12781 (2023) - 2022
- Zijun Gao, Trevor Hastie:
LinCDE: Conditional Density Estimation via Lindsey's Method. J. Mach. Learn. Res. 23: 52:1-52:55 (2022) - Minh-Lien Jeanne Nguyen, Claire Lacour, Vincent Rivoirard:
Adaptive Greedy Algorithm for Moderately Large Dimensions in Kernel Conditional Density Estimation. J. Mach. Learn. Res. 23: 254:1-254:74 (2022) - Nima S. Hejazi, Mark J. van der Laan, David C. Benkeser:
'haldensify': Highly adaptive lasso conditional density estimation in 'R'. J. Open Source Softw. 7(78): 4522 (2022) - Samir Al-janabi, Ryszard Janicki:
Data repair of density-based data cleaning approach using conditional functional dependencies. Data Technol. Appl. 56(3): 429-446 (2022) - Yunlu Chen, Nan Zhang:
Density Regression with Conditional Support Points. Technometrics 64(3): 396-408 (2022) - Bing Chen, Mazharul Islam, Jisuo Gao, Lin Wang:
Deconvolutional Density Network: Modeling Free-Form Conditional Distributions. AAAI 2022: 6183-6192 - Olivier Graffeuille, Yun Sing Koh, Jörg Wicker, Moritz K. Lehmann:
Semi-supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation. AAAI 2022: 6746-6754 - Hailiang Dong, Chiradeep Roy, Tahrima Rahman, Vibhav Gogate, Nicholas Ruozzi:
Conditionally Tractable Density Estimation using Neural Networks. AISTATS 2022: 6933-6946 - Xiongjie Chen, Yunpeng Li:
Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow. EUSIPCO 2022: 782-786 - Xiongjie Chen, Yunpeng Li:
Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow. CoRR abs/2203.08617 (2022) - Benjamin Riu:
MCD: Marginal Contrastive Discrimination for conditional density estimation. CoRR abs/2206.01592 (2022) - 2021
- Inés Barbeito, Ricardo Cao, Dimitris Politis:
Bootstrap confidence intervals for conditional density function in Markov processes. Commun. Stat. Simul. Comput. 50(12): 4315-4337 (2021) - Fredrik Hellström, Giuseppe Durisi:
Corrections to "Generalization Bounds via Information Density and Conditional Information Density". IEEE J. Sel. Areas Inf. Theory 2(3): 1072-1073 (2021) - Min Cao, Zhi Gao, Bharath Ramesh, Tiancan Mei, Jinqiang Cui:
Single Image Deraining Integrating Physics Model and Density-Oriented Conditional GAN Refinement. IEEE Signal Process. Lett. 28: 1635-1639 (2021) - Forough Shahab Samani, Rolf Stadler, Christofer Flinta, Andreas Johnsson:
Conditional Density Estimation of Service Metrics for Networked Services. IEEE Trans. Netw. Serv. Manag. 18(2): 2350-2364 (2021) - Ran Yang, David Kent, Daniel W. Apley, Jeremy Staum, David Ruppert:
Bias-corrected Estimation of the Density of a Conditional Expectation in Nested Simulation Problems. ACM Trans. Model. Comput. Simul. 31(4): 22:1-22:36 (2021) - Jean-Francois Ton, Lucian Chan, Yee Whye Teh, Dino Sejdinovic:
Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings. AISTATS 2021: 1099-1107 - Shaogang Ren, Haiyan Yin, Mingming Sun, Ping Li:
Causal Discovery with Flow-based Conditional Density Estimation. ICDM 2021: 1300-1305 - David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek:
Set Prediction without Imposing Structure as Conditional Density Estimation. ICLR 2021 - Eric V. Strobl, Shyam Visweswaran:
Dirac Delta Regression: Conditional Density Estimation with Clinical Trials. CD@KDD 2021: 78-125 - Fabian Hinder, Valerie Vaquet, Johannes Brinkrolf, Barbara Hammer:
Fast Non-Parametric Conditional Density Estimation using Moment Trees. SSCI 2021: 1-7 - David Zhao, Niccolò Dalmasso, Rafael Izbicki, Ann B. Lee:
Diagnostics for conditional density models and Bayesian inference algorithms. UAI 2021: 1830-1840
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