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parameter estimation

274 papers

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Co-occurring keywords

bayesian inference (1904) expectation maximization (254) graphical model (863) mixture model (262) maximum likelihood (255) maximum likelihood estimation (233) sample complexity (1158) latent variable model (564) tensor decomposition (374) exponential family (124)

Papers

Physics-Informed Koopman Neural Estimation of the Heston Model from High-Frequency Observations AAAI 2026
Learning from Imperfect Data: Robust Inference of Dynamic Systems Using Simulation-Based Generative Model AAAI 2026
Robust SDE Parameter Estimation Under Missing Time Information Setting AAAI 2026
Inverse Game Theory: An Incenter-Based Approach IJCAI 2025
On Inference for the Support Vector Machine JMLR 2025
Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025
ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities ACL 2025
From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs AAAI 2025
Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar COLING 2025
DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation CVPR 2025
Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts AISTATS 2024
A minimax optimal approach to high-dimensional double sparse linear regression JMLR 2024
Lower Bounds on the Bayesian Risk via Information Measures JMLR 2024
Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations JMLR 2024
Conformal Inverse Optimization NIPS 2024
Tensor-train methods for sequential state and parameter learning in state-space models JMLR 2024
Improving Normalization With the James-Stein Estimator WACV 2024
FUSE: Fast Unified Simulation and Estimation for PDEs NIPS 2024
Identifiability of Product of Experts Models AISTATS 2024
Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract) COLT 2024
Is Score Matching Suitable for Estimating Point Processes? NIPS 2024
Accurate Parameter Estimation for Safety-Critical Systems with Unmodeled Dynamics (Abstract Reprint) AAAI 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024
EM for Mixture of Linear Regression with Clustered Data AISTATS 2024