conftrace_

linear classifier

120 papers

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Co-occurring keywords

text classification (6793) representation learning (6206) support vector machine (978) feature extraction (1580) convex optimization (1321) generalization bound (652) kernel methods (1097) online learning (1777) random projection (145) loss function (462)

Papers

LLMs Know More About Numbers than They Can Say EACL 2026
On Robustness of Linear Classifiers to Targeted Data Poisoning AAAI 2026
zhouyijiang1 at SemEval-2025 Task 11: A Multi-tag Detection Method based on Pre-training Language Models ACL 2025
Learning on Model Weights using Tree Experts CVPR 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages CVPR 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ACL 2025
RanDumb: Random Representations Outperform Online Continually Learned Representations NIPS 2024
Sparse Binarization for Fast Keyword Spotting INTERSPEECH 2024
Automated Essay Scoring Using Discourse External Knowledge IJCAI 2024
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023
PAC-learning for Strategic Classification JMLR 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning NIPS 2023
LEACE: Perfect linear concept erasure in closed form NIPS 2023
What Can We Learn by Predicting Accuracy? WACV 2023
Why does Throwing Away Data Improve Worst-Group Error? ICML 2023
Does It Pay to Optimize AUC? AAAI 2023
Understanding the Impact of Adversarial Robustness on Accuracy Disparity ICML 2023
Benign Overfitting in Adversarially Robust Linear Classification UAI 2023
Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization COLT 2023
Linear Classifier: An Often-Forgotten Baseline for Text Classification ACL 2023
On the Adversarial Robustness of Causal Algorithmic Recourse ICML 2022
Label Hallucination for Few-Shot Classification AAAI 2022
aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining EMNLP 2022
Strong Memory Lower Bounds for Learning Natural Models COLT 2022
A Closer Look at Prototype Classifier for Few-shot Image Classification NIPS 2022