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parameter estimation

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TitleStatusHype
Non-negative matrix factorization algorithms greatly improve topic model fitsCode1
A protocol for dynamic model calibrationCode0
Unbiased Estimation of the Gradient of the Log-Likelihood for a Class of Continuous-Time State-Space Models—0
A generative nonparametric Bayesian model for whole genomesCode1
Metropolis-CVAE: Bootstrapping Labels for Bayesian Inference via Semi-Supervised Conditional Variational Autoencoders—0
Learning and Information in Stochastic Networks and Queues—0
EpiCovDA: a mechanistic COVID-19 forecasting model with data assimilation—0
Parameter Estimation in Epidemic Spread Networks Using Limited Measurements—0
Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower BoundsCode0
Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution—0
Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation—0
A Reinforcement Learning-based Economic Model Predictive Control Framework for Autonomous Operation of Chemical Reactors—0
Towards rational glyco-engineering in CHO: from data to predictive models—0
Distributed nonlinear model predictive control of an autonomous tractor-trailer system—0
Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions—0
Efficient state and parameter estimation for high-dimensional nonlinear system identification with application to MEG brain network modeling—0
Learning in Centralized Nonlinear Model Predictive Control: Application to an Autonomous Tractor-Trailer System—0
Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar—0
New Algorithms for Discrete-Time Parameter Estimation—0
Transmit Beamspace DDMA Based Automotive MIMO Radar—0
Mixture Density Network Estimation of Continuous Variable Maximum Likelihood Using Discrete Training SamplesCode0
Sinusoidal Parameter Estimation from Signed Measurements via Majorization-Minimization Based RELAX—0
On the Role of Asymptomatic Carriers in Epidemic Spread Processes—0
In-Field Gyroscope Autocalibration with Iterative Attitude Estimation—0
Joint RFI Mitigation and Radar Echo Recovery for One-Bit UWB Radar—0
Rapid parameter estimation of discrete decaying signals using autoencoder networks—0
A Probabilistic Bayesian Approach to Recover R_2^* map and Phase Images for Quantitative Susceptibility Mapping—0
State and parameter estimation for model-based retinal laser treatment—0
Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA)—0
Simultaneous Bandwidths Determination for DK-HAC Estimators and Long-Run Variance Estimation in Nonparametric Settings—0
Slowly Varying Regression under SparsityCode0
Escaping Poor Local Minima in Large Scale Robust Estimation—0
Deep Structural Estimation: With an Application to Option PricingCode1
A Simple Unified Framework for High Dimensional Bandit Problems—0
Identification of Phase-Locked Loop System From Its Experimental Time Series—0
The MELODIC family for simultaneous binary logistic regression in a reduced spaceCode0
Multiple-shooting adjoint method for whole-brain dynamic causal modeling—0
NeRF--: Neural Radiance Fields Without Known Camera ParametersCode1
ICI-Aware Parameter Estimation for MIMO-OFDM Radar via APES Spatial Filtering—0
Physics-Informed Graphical Neural Network for Parameter & State Estimations in Power Systems—0
Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm—0
Vine copula mixture models and clustering for non-Gaussian dataCode0
Bayesian multiscale deep generative model for the solution of high-dimensional inverse problemsCode0
Object and Relation Centric Representations for Push Effect Prediction—0
Variational Bayes survival analysis for unemployment modelling—0
Introduction to population dynamics and resource exploitation—0
Blind Reconstruction of Multilayered Tissue Profiles with UWB Radar Under Bayesian Setting—0
Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolationCode0
Sparse Array Beamformer Design for Active and Passive Sensing—0
Should Ensemble Members Be Calibrated?—0
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