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Regression

4964 directly classified papers

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Papers

Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting NIPS 2024
Conditional Density Estimation with Histogram Trees NIPS 2024
SkipPredict: When to Invest in Predictions for Scheduling NIPS 2024
Zhenmei at WASSA-2024 Empathy and Personality Shared Track 2 Incorporating Pearson Correlation Coefficient as a Regularization Term for Enhanced Empathy and Emotion Prediction in Conversational Turns ACL 2024
Daisy at WASSA 2024 Empathy and Personality Shared Task: A Quick Exploration on Emotional Pattern of Empathy and Distress ACL 2024
WASSA 2024 Shared Task: Enhancing Emotional Intelligence with Prompts ACL 2024
Learning Elastic Costs to Shape Monge Displacements NIPS 2024
Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models NIPS 2024
Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings ACL 2024
ELiRF-VRAIN at BioLaySumm: Boosting Lay Summarization Systems Performance with Ranking Models ACL 2024
Neur2BiLO: Neural Bilevel Optimization NIPS 2024
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods NIPS 2024
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes NIPS 2024
Linear Regression using Heterogeneous Data Batches NIPS 2024
AlexUNLP-STM at NADI 2024 shared task: Quantifying the Arabic Dialect Spectrum with Contrastive Learning, Weighted Sampling, and BERT-based Regression Ensemble ACL 2024
ASOS at NADI 2024 shared task: Bridging Dialectness Estimation and MSA Machine Translation for Arabic Language Enhancement ACL 2024
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NIPS 2024
Implicit Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes NIPS 2024
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models NIPS 2024
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees NIPS 2024
In-Context Learning with Representations: Contextual Generalization of Trained Transformers NIPS 2024
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms NIPS 2024
Boosted Conformal Prediction Intervals NIPS 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NIPS 2024
Distributed Least Squares in Small Space via Sketching and Bias Reduction NIPS 2024