Regression

Better Batch for Deep Probabilistic Time Series Forecasting AISTATS 2024 Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NeurIPS 2024 Better Locally Private Sparse Estimation Given Multiple Samples Per User ICML 2024 Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings ACL 2024 Beyond the Norms: Detecting Prediction Errors in Regression Models ICML 2024 Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values ICLR 2024 Boosted Conformal Prediction Intervals NeurIPS 2024 Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data ICML 2024 Brain decoding: toward real-time reconstruction of visual perception ICLR 2024 B-spine: Learning B-spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation AAAI 2024 CAMixerSR: Only Details Need More "Attention" CVPR 2024 Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning? ICML 2024 Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? Interspeech 2024 Capturing the denoising effect of PCA via compression ratio NeurIPS 2024 Catch Me If You Can: Laser Tethering with Highly Mobile Targets NSDI 2024 CatmullRom Splines-Based Regression for Image Forgery Localization AAAI 2024 CcDPM: A Continuous Conditional Diffusion Probabilistic Model for Inverse Design AAAI 2024 Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum ICML 2024 Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation COLT 2024 CogniVoice: Multimodal and Multilingual Fusion Networks for Mild Cognitive Impairment Assessment from Spontaneous Speech Interspeech 2024 Color Shift Estimation-and-Correction for Image Enhancement CVPR 2024 Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management AAAI 2024 Computational-Statistical Gaps for Improper Learning in Sparse Linear Regression COLT 2024 Computational-Statistical Gaps in Gaussian Single-Index Models (Extended Abstract) COLT 2024 Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference NeurIPS 2024