← Keywords

binary classification

674 papers

Explore in graph

Also known as

BCQ

Co-occurring keywords

text classification (6776) support vector machine (976) large language model (12755) ensemble learning (1271) transformer model (1988) transfer learning (5442) natural language processing (2027) multi-label classification (1004) active learning (1295) pre-trained language model (1514)

Papers

From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset IJCNLP 2023
Kernel-Based Tests for Likelihood-Free Hypothesis Testing NIPS 2023
Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023
Risk Bounds for Positive-Unlabeled Learning Under the Selected At Random Assumption JMLR 2023
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables ICML 2023
Probabilistic Invariant Learning with Randomized Linear Classifiers NIPS 2023
A Model-free Closeness-of-influence Test for Features in Supervised Learning ICML 2023
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability ICML 2023
Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection JMLR 2023
A Competitive Algorithm for Agnostic Active Learning NIPS 2023
A Model-Agnostic Heuristics for Selective Classification AAAI 2023
Faster Margin Maximization Rates for Generic Optimization Methods NIPS 2023
A benchmark of categorical encoders for binary classification NIPS 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image NIPS 2023
AUC-based Selective Classification AISTATS 2023
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model NIPS 2023
PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference NIPS 2023
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? NIPS 2023
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization CVPR 2023
Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023
Binary Classification with Confidence Difference NIPS 2023
hhuEDOS at SemEval-2023 Task 10: Explainable Detection of Online Sexism (EDOS) Binary Sexism Detection (Subtask A) SEMEVAL 2023
An Adaptive Algorithm for Learning with Unknown Distribution Drift NIPS 2023
The Adversarial Consistency of Surrogate Risks for Binary Classification NIPS 2023
JUST_ONE at SemEval-2023 Task 10: Explainable Detection of Online Sexism (EDOS) SEMEVAL 2023