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Regression

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Papers

A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark CVPR 2024
Regression under demographic parity constraints via unlabeled post-processing NIPS 2024
Sample Selection via Contrastive Fragmentation for Noisy Label Regression NIPS 2024
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random NIPS 2024
Simulation-Free Training of Neural ODEs on Paired Data NIPS 2024
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics NIPS 2024
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization NIPS 2024
DOFEN: Deep Oblivious Forest ENsemble NIPS 2024
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression NIPS 2024
No-Regret Bandit Exploration based on Soft Tree Ensemble Model NIPS 2024
PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NIPS 2024
MiSO: Optimizing brain stimulation to create neural population activity states NIPS 2024
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NIPS 2024
Implicit Regularization Paths of Weighted Neural Representations NIPS 2024
A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness NIPS 2024
Verba volant, scripta volant? Don’t worry! There are computational solutions for protoword reconstruction EMNLP 2024
Tab2Text - A framework for deep learning with tabular data EMNLP 2024
Precise Model Benchmarking with Only a Few Observations EMNLP 2024
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP 2024
On the Role of Context in Reading Time Prediction EMNLP 2024
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching CVPR 2024
Symbolic Regression with a Learned Concept Library NIPS 2024
Prediction of CRISPR On-Target Effects via Deep Learning EMNLP 2024
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024