ensemble method

Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding NeurIPS 2022 Tuning-Free Generalized Hamiltonian Monte Carlo AISTATS 2022 Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors Interspeech 2022 Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters NeurIPS 2022 Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback NeurIPS 2021 A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021 Alignment verification to improve NMT translation towards highly inflectional languages with limited resources EACL 2021 An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021 Calibrate your listeners! Robust communication-based training for pragmatic speakers EMNLP 2021 Combining Ensembles and Data Augmentation Can Harm Your Calibration ICLR 2021 Comparing the Performance of CNNs and Shallow Models for Language Identification EACL 2021 Conformal prediction interval for dynamic time-series ICML 2021 Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces ICCV 2021 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks ICLR 2021 Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021 Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021 Ensembling Graph Predictions for AMR Parsing NeurIPS 2021 Evaluating Neural Model Robustness for Machine Comprehension EACL 2021 Explaining Errors in Machine Translation with Absolute Gradient Ensembles EMNLP 2021 Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection EACL 2021 Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection NAACL 2021 GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity SemEval 2021 HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection SemEval 2021 Huawei AARC’s Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective EMNLP 2021 IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021