parameter estimation

Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints NeurIPS 2023 A Difference Standardization Method for Mutual Transfer Learning ICML 2022 A Fourier Approach to Mixture Learning NeurIPS 2022 Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022 A Private and Computationally-Efficient Estimator for Unbounded Gaussians COLT 2022 A Reduction from Linear Contextual Bandits Lower Bounds to Estimations Lower Bounds ICML 2022 A Statistical Approach for Optimal Topic Model Identification JMLR 2022 Breaking the √T Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits ICML 2022 Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022 Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints NeurIPS 2022 Deep Optimization Prior for THz Model Parameter Estimation WACV 2022 Differentiable Bayesian inference of SDE parameters using a pathwise series expansion of Brownian motion AISTATS 2022 Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification NeurIPS 2022 Estimating Density Models with Truncation Boundaries using Score Matching JMLR 2022 Feature selection using e-values ICML 2022 Fenrir: Physics-Enhanced Regression for Initial Value Problems ICML 2022 Finite-Sample Maximum Likelihood Estimation of Location NeurIPS 2022 Improving Bayesian Neural Networks by Adversarial Sampling AAAI 2022 Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers NeurIPS 2022 Learning from Stochastically Revealed Preference NeurIPS 2022 On Learning Mixture Models with Sparse Parameters AISTATS 2022 On Learning Mixture of Linear Regressions in the Non-Realizable Setting ICML 2022 Parameterized Differential Dynamic Programming RSS 2022 RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation ICLR 2022 Robust identifiability in linear structural equation models of causal inference UAI 2022