mean squared error

Dynamic Momentum Recalibration in Online Gradient Learning CVPR 2026 Exogenous Randomness Empowering Random Forests JMLR 2026 Minimax Limits of k-Fold Cross-Validation via Majority COLT 2026 PUEB-DimASR at SemEval-2026 Task 3: Escaping the Mean Regression Trap with Graph-Enhanced Transformers for Dimensional Aspect-Based Sentiment Regression SemEval 2026 Team faisalm3at SemEval-2026 Task 3: From Standard Regression to Distributional Alignment in Dimensional Sentiment Analysis SemEval 2026 A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets AISTATS 2025 A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators ICML 2025 Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach ICML 2025 Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation ICML 2025 Do Contemporary Causal Inference Models Capture Real-World Heterogeneity? Findings from a Large-Scale Benchmark ICLR 2025 Dynamic angular synchronization under smoothness constraints JMLR 2025 Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025 Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing ICML 2025 Fast Min-$ε$ Segmented Regression using Constant-Time Segment Merging ICML 2025 HAVER: Instance-Dependent Error Bounds for Maximum Mean Estimation and Applications to Q-Learning and Monte Carlo Tree Search AISTATS 2025 How Much is Unseen Depends Chiefly on Information About the Seen ICLR 2025 Improving Neural Network Accuracy by Concurrently Training with a Twin Network ICLR 2025 Learning with Expected Signatures: Theory and Applications ICML 2025 MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces IJCAI 2025 Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps UAI 2025 Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation ICLR 2025 On adaptivity and minimax optimality of two-sided nearest neighbors AISTATS 2025 Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration ICLR 2025 Scaling Laws for Synthetic Speech for Model Training Interspeech 2025 The Fundamental Limits of Recovering Planted Subgraphs (extended abstract) COLT 2025