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Regression

5,004 papers

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Papers

Generalized Fast Exact Conformalization NIPS 2024
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting NIPS 2024
Truthful High Dimensional Sparse Linear Regression NIPS 2024
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NIPS 2024
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices NIPS 2024
Boosted Conformal Prediction Intervals NIPS 2024
Scalable Early Childhood Reading Performance Prediction 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
Gaussian Process Bandits for Top-k Recommendations NIPS 2024
The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems NIPS 2024
Solving Sparse \& High-Dimensional-Output Regression via Compression NIPS 2024
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NIPS 2024
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior NIPS 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference NIPS 2024
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms NIPS 2024
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees NIPS 2024
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NIPS 2024
In-Context Learning with Representations: Contextual Generalization of Trained Transformers NIPS 2024
Toward Conditional Distribution Calibration in Survival Prediction NIPS 2024
Neur2BiLO: Neural Bilevel Optimization NIPS 2024
Linear Regression using Heterogeneous Data Batches NIPS 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
Provable and Efficient Dataset Distillation for Kernel Ridge Regression NIPS 2024