https://proceedings.iclr.cc/paper_files/paper/2025/hash/b9523d484af624986c2e0c630ac44ecb-Abstract-Conference.html
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
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https://www.ipam.ucla.edu/research-articles/overcoming-the-curse-of-dimensionality-for-control-theory/
Overcoming the Curse of Dimensionality for Control Theory - IPAM
Oct 18, 2020 - Optimal control problems lead to Hamilton-Jacobi Bellman (HJB) differential equations in many space variables for finding the cost function to be optimized....
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https://openreview.net/forum?id=C1sQBG6Sqp&referrer=%5Bthe%20profile%20of%20Song%20Xia%5D(%2Fprofile%3Fid%3D~Song_Xia1)
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing |...
Randomized Smoothing (RS) has been proven a promising method for endowing an arbitrary image classifier with certified robustness. However, the substantial...
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https://www.datacamp.com/blog/curse-of-dimensionality-machine-learning
The Curse of Dimensionality in Machine Learning: Challenges, Impacts, and Solutions | DataCamp
Explore The Curse of Dimensionality in data analysis and machine learning, including its challenges, effects on algorithms, and techniques like PCA, LDA, and...
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https://research.tilburguniversity.edu/en/publications/exploratory-structural-equation-modeling-and-the-curse-of-dimensi/
Exploratory structural equation modeling and the curse of dimensionality - Tilburg University...
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https://arxiv.org/abs/1708.00430
[1708.00430] Breaking the curse of dimensionality in regression
Abstract page for arXiv paper 1708.00430: Breaking the curse of dimensionality in regression
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https://slides.com/vonspigler/kernel-methods-and-the-curse-of-dimensionality
Kernel methods and the curse of dimensionality
Talk given in Courant Institute, NY, March 2020
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https://slim.gatech.edu/content/fighting-curse-dimensionality-compressive-sensing-exploration-seismology
Fighting the curse of dimensionality: compressive sensing in exploration seismology | Seismic...
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https://proceedings.mlr.press/v119/kumar20b.html
Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness
Nov 21, 2020 - Curse of Dimensionality on Randomized Smoothing for Certifiable RobustnessAounon Kumar, Alexander Levine, Tom Goldstein, Soheil FeiziRandomize...
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