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conftrace_

parameter estimation

308 papers

Papers

A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts ICML 2024 A Generative Model for Lambek Categorial Sequents COLING 2024 A minimax optimal approach to high-dimensional double sparse linear regression JMLR 2024 An information-theoretic lower bound in time-uniform estimation COLT 2024 Bayesian Differentiable Physics for Cloth Digitalization CVPR 2024 BERT-IRT: Accelerating Item Piloting with BERT Embeddings and Explainable IRT Models NAACL 2024 Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders ICLR 2024 BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models NeurIPS 2024 Conformal Inverse Optimization NeurIPS 2024 Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations AISTATS 2024 Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations ICML 2024 EM for Mixture of Linear Regression with Clustered Data AISTATS 2024 FUSE: Fast Unified Simulation and Estimation for PDEs NeurIPS 2024 Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations JMLR 2024 Identifiability of Product of Experts Models AISTATS 2024 Improving Normalization With the James-Stein Estimator WACV 2024 Is Score Matching Suitable for Estimating Point Processes? NeurIPS 2024 Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems UAI 2024 JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments RSS 2024 Lower Bounds on the Bayesian Risk via Information Measures JMLR 2024 Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs NeurIPS 2024 Near-Optimality of Contrastive Divergence Algorithms NeurIPS 2024 On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024 On the sample complexity of parameter estimation in logistic regression with normal design COLT 2024 Parameter Estimation in DAGs from Incomplete Data via Optimal Transport ICML 2024