conftrace_

majority vote

27 papers

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Co-occurring keywords

ensemble method (564) ensemble learning (1274) label aggregation (61) backdoor attack (385) generalization bound (652) pac-bayes bound (53) risk bound (71) error rate (18) background knowledge (35) annotator disagreement (65)

Papers

Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning AAAI 2026
On the Interplay between Human Label Variation and Model Fairness EACL 2026
Confidence Improves Self-Consistency in LLMs ACL 2025
GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025
Bagging is an Optimal PAC Learner (Extended Abstract) IJCAI 2024
How many classifiers do we need? NIPS 2024
Majority-of-Three: The Simplest Optimal Learner? COLT 2024
The Many Faces of Optimal Weak-to-Strong Learning NIPS 2024
Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023
When are ensembles really effective? NIPS 2023
Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering EMNLP 2023
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022
DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models NAACL 2022
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling ICML 2021
Majority Vote in Social Networks: Make Random Friends or Be Stubborn to Overpower Elites IJCAI 2021
A PAC-Bayes Analysis of Adversarial Robustness NIPS 2021
Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees AISTATS 2021
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound NIPS 2021
A Diversity-aware Model for Majority Vote Ensemble Accuracy AISTATS 2020
The R2I_LIS Team Proposes Majority Vote for VarDial’s MRC Task NAACL 2019
Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge IJCNLP 2019
Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge EMNLP 2019
A Stepwise Analysis of Aggregated Crowdsourced Labels Describing Multimodal Emotional Behaviors INTERSPEECH 2017
DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis SEMEVAL 2017
A New PAC-Bayesian Perspective on Domain Adaptation ICML 2016