conftrace_

gradient boosting

147 papers

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Also known as

GB

Co-occurring keywords

ensemble learning (1274) text classification (6793) random forest (326) decision tree (322) feature engineering (226) lexical complexity (96) ensemble method (564) word embedding (1764) regression tree (32) gradient boosting decision tree (17)

Papers

RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting NIPS 2024
DOFEN: Deep Oblivious Forest ENsemble NIPS 2024
Data-Driven Structural Fire Risk Prediction for City Properties AAAI 2024
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NIPS 2024
Leveraging Physical and Semantic Features of text item for Difficulty and Response Time Prediction of USMLE Questions NAACL 2024
Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance IJCAI 2023
Primal and Dual Analysis of Entropic Fictitious Play for Finite-sum Problems ICML 2023
Variational Boosted Soft Trees AISTATS 2023
Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse EMNLP 2023
ÚFAL Submission for SIGTYP Supervised Cognate Detection Task EACL 2023
Boosted Dynamic Neural Networks AAAI 2023
Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023
Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models NAACL 2022
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees NIPS 2022
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models SEMEVAL 2022
LinCDE: Conditional Density Estimation via Lindsey's Method JMLR 2022
NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space ACL 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NIPS 2022
HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees CVPR 2022
Quantized Training of Gradient Boosting Decision Trees NIPS 2022
Tree-Based Models for Correlated Data JMLR 2022