gradient boosting

Data-Driven Structural Fire Risk Prediction for City Properties AAAI 2024 Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond NeurIPS 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 Leveraging Physical and Semantic Features of text item for Difficulty and Response Time Prediction of USMLE Questions NAACL 2024 Lightweight Connective Detection Using Gradient Boosting COLING 2024 Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024 RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting NeurIPS 2024 TECHSSN at SemEval-2024 Task 1: Multilingual Analysis for Semantic Textual Relatedness using Boosted Transformer Models SemEval 2024 Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees NeurIPS 2024 Utilizing Machine Learning to Predict Question Difficulty and Response Time for Enhanced Test Construction NAACL 2024 Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning NeurIPS 2024 Boosted Dynamic Neural Networks AAAI 2023 Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023 Gradient Boosting Performs Gaussian Process Inference ICLR 2023 Primal and Dual Analysis of Entropic Fictitious Play for Finite-sum Problems ICML 2023 Single-shot General Hyper-parameter Optimization for Federated Learning ICLR 2023 ÚFAL Submission for SIGTYP Supervised Cognate Detection Task EACL 2023 Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance IJCAI 2023 Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse EMNLP 2023 Variational Boosted Soft Trees AISTATS 2023 Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022 Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification EMNLP 2022 Federated Functional Gradient Boosting AISTATS 2022 HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022 Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees NeurIPS 2022