conftrace_

robust inference

16 papers

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Co-occurring keywords

bayesian inference (1907) deep neural network (1803) heavy-tailed distribution (98) gaussian process regression (133) latent function (8) data reweighting (9) input distortion (3) parameter adaptation (17) generative classifier (21) residual randomization (1)

Papers

Robust group and simultaneous inferences for high-dimensional single index model NIPS 2024
The power of an adversary in Glauber dynamics COLT 2024
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects ICML 2023
Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap AISTATS 2022
Relevance for Robust Bayesian Network MAP-Explanations PGM 2022
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021
Robust Inference for High-Dimensional Linear Models via Residual Randomization ICML 2021
Generalised Bayesian Filtering via Sequential Monte Carlo NIPS 2020
Partial Weight Adaptation for Robust DNN Inference CVPR 2020
Robust Inference via Generative Classifiers for Handling Noisy Labels ICML 2019
Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018
Robust Inference for Multiclass Classification ALT 2018
Robust Probabilistic Modeling with Bayesian Data Reweighting ICML 2017
Learning to Pivot with Adversarial Networks NIPS 2017
Transelliptical Graphical Models NIPS 2012
Robust Regression with Twinned Gaussian Processes NIPS 2007