conftrace_

overfitting detection

11 papers

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Co-occurring keywords

generative model (2892) model generalization (190) density estimation (398) benchmark evaluation (1556) grade school arithmetic (1) dataset contamination (4) membership inference (114) semantic preservation (55) generalization performance (97) hidden confounder (10)

Papers

Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon EMNLP 2025
A Careful Examination of Large Language Model Performance on Grade School Arithmetic NIPS 2024
Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples NIPS 2023
Membership Inference Attacks against Synthetic Data through Overfitting Detection AISTATS 2023
Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification EMNLP 2021
A Three Sample Hypothesis Test for Evaluating Generative Models AISTATS 2020
Circuit-Based Intrinsic Methods to Detect Overfitting ICML 2020
VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract) AAAI 2020
Detecting Overfitting of Deep Generative Networks via Latent Recovery CVPR 2019
Detecting Overfitting via Adversarial Examples NIPS 2019
Detecting non-causal artifacts in multivariate linear regression models ICML 2018