conftrace_

local smoothness

10 papers

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Co-occurring keywords

feature attribution (280) model interpretability (519) semi-supervised learning (2341) stochastic optimization (1060) adaptivity (1) dimension adaptation (2) feature relevance (10) regret bound (1926) boosting algorithm (78) metric space (87)

Papers

Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions AISTATS 2024
Towards More Robust Interpretation via Local Gradient Alignment AAAI 2023
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness AAAI 2023
Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation CVPR 2021
Tangent-Normal Adversarial Regularization for Semi-Supervised Learning CVPR 2019
A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption ALT 2019
Local Smoothness in Variance Reduced Optimization NIPS 2015
Discovering the Spatial Extent of Relative Attributes ICCV 2015
Adaptivity to Local Smoothness and Dimension in Kernel Regression NIPS 2013
Regularized Boost for Semi-Supervised Learning NIPS 2007