Statistical Learning

False discovery proportion envelopes with m-consistency JMLR 2024 Fantastic Generalization Measures are Nowhere to be Found ICLR 2024 Fast Rates in Pool-Based Batch Active Learning JMLR 2024 Fat-Shattering Dimension of k-fold Aggregations JMLR 2024 Fiber Monte Carlo ICLR 2024 Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random NeurIPS 2024 Finsler-Laplace-Beltrami Operators with Application to Shape Analysis CVPR 2024 Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions COLT 2024 Forward χ^2 Divergence Based Variational Importance Sampling ICLR 2024 Frication noise features of Polish voiceless dental fricative and affricate produced by children with and without speech disorder Interspeech 2024 From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach NeurIPS 2024 From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting IJCAI 2024 Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024 Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning NeurIPS 2024 Gender and age based f0-variation in the German Plapper Corpus Interspeech 2024 Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure AAAI 2024 Generalization and Stability of Interpolating Neural Networks with Minimal Width JMLR 2024 Generalization Bounds for Label Noise Stochastic Gradient Descent AISTATS 2024 Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization AISTATS 2024 Generalization error of spectral algorithms ICLR 2024 Generalized Fast Exact Conformalization NeurIPS 2024 Gradual Domain Adaptation: Theory and Algorithms JMLR 2024 Graph Classification via Reference Distribution Learning: Theory and Practice NeurIPS 2024 Great Minds Think Alike: The Universal Convergence Trend of Input Salience NeurIPS 2024