conftrace_

gaussian noise

56 papers

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Co-occurring keywords

adversarial robustness (1341) self-supervised learning (3777) independent component analysis (116) neural network (6616) diffusion model (3751) differential privacy (1016) regret bound (1926) randomized smoothing (87) blind source separation (62) certified robustness (116)

Papers

On the Relationship between Zipf’s Law of Abbreviation and Interfering Noise in Emergent Languages ACL 2021
Random Noise Defense Against Query-Based Black-Box Attacks NIPS 2021
Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations ICML 2021
A Distribution-dependent Analysis of Meta Learning ICML 2021
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality ICML 2020
Consistency Regularization for Certified Robustness of Smoothed Classifiers NIPS 2020
The Discrete Gaussian for Differential Privacy NIPS 2020
The All-or-Nothing Phenomenon in Sparse Tensor PCA NIPS 2020
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis ICML 2020
Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers NIPS 2019
Certified Adversarial Robustness via Randomized Smoothing ICML 2019
Adversarial Examples Are a Natural Consequence of Test Error in Noise ICML 2019
High-Quality Self-Supervised Deep Image Denoising NIPS 2019
Submatrix localization via message passing JMLR 2018
Fitting a Putative Manifold to Noisy Data COLT 2018
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise AISTATS 2018
NL-FIIT at IEST-2018: Emotion Recognition utilizing Neural Networks and Multi-level Preprocessing EMNLP 2018
Fundamental limits of symmetric low-rank matrix estimation COLT 2017
Humans do not Maximize the Probability of Correct Decision When Recognizing DANTALE Words in Noise INTERSPEECH 2017
Structure-Blind Signal Recovery NIPS 2016
Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA ACML 2016
Non-linear Causal Inference using Gaussianity Measures JMLR 2016
A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NIPS 2015
An Efficient Statistical Method for Image Noise Level Estimation ICCV 2015
Nonlinear Information-Theoretic Compressive Measurement Design ICML 2014