BIMSA > Seminar on Control Theory and Nonlinear Filtering
Seminar on Control Theory and Nonlinear Filtering
Organizer
Shing Toung Yau
Date
2nd September, 2022 ~ -
Previous Talks
Physics-Informed neural network and its application in nonlinear filter
Speaker: Xiao Pei Jiao
Time: Wednesday, February 5, 2025 9:00 PM - 10:00 PM
Venue: Online
A Convergent Scheme for the Bayesian Filtering Problem Based on the Fokker-Planck Equation and Deep Splitting
Speaker: Zeju Sun
Time: Thursday, January 30, 2025 9:00 PM - 9:30 PM
Venue: Online
Effective filtering on a random slow manifold
Speaker: Xiao Pei Jiao
Time: Wednesday, January 8, 2025 9:00 PM - 10:00 PM
Venue: Online
Explicit expression for inverse of an automorphism of a power series ring
Speaker: Shuanghe Fan
Time: Friday, January 3, 2025 9:00 PM - 10:00 PM
Venue: Online
Deep Learning Based Yau-Yau Algorithm for Time-Varying Filtering System
Speaker: Zeju Sun
Time: Saturday, December 28, 2024 9:30 PM - 10:00 PM
Venue: Online
Brownian and Poisson Bridges: Application to Nonlinear Filtering Problems and Error Estimates
Speaker: Wenhui Dong
Time: Saturday, December 28, 2024 9:00 PM - 9:30 PM
Venue: Online
Yau-Yau network reconstruction and the discovery of natural laws
Speaker: Rong Ling Wu
Time: Thursday, December 12, 2024 4:00 PM - 5:00 PM
Venue: Online
How to implement the Bayes’ formula in the age of ML?
Speaker: Zeju Sun
Time: Wednesday, December 4, 2024 2:00 PM - 3:00 PM
Venue: Online
Introduction to Quasi-Monte Carlo Integration and Applications (I)
Speaker: Minli Feng
Time: Wednesday, November 27, 2024 9:00 PM - 10:00 PM
Venue: Online
Structural Dynamics of Neurons: From Single Molecules to Neuronal network
Speaker: Meng Lu
Time: Wednesday, November 20, 2024 9:00 PM - 10:00 PM
Venue: Online
A Bridge between Invariant Theory and Maximum Likelihood Estimation
Speaker: Jia Yi Kang
Time: Wednesday, November 13, 2024 9:00 PM - 9:30 PM
Venue: Online
Multivariate approximations in Wasserstein distance by Stein’s method and Bismut’s formula
Speaker: Zeju Sun
Time: Wednesday, November 6, 2024 9:00 PM - 10:00 PM
Venue: Online
Wavelet-Galerkin Method for the Kolmogorov Equation
Speaker: Minli Feng
Time: Wednesday, October 30, 2024 8:00 PM - 8:30 PM
Venue: Online
Nonlinear Bayesian Filtering with Natural Gradient Gaussian Approximation
Speaker: Wenhan Cao
Time: Wednesday, October 23, 2024 8:00 PM - 8:30 PM
Venue: Online
A Riemannian Geometric Framework for Intelligence and Consciousness
Speaker: Meng Lu
Time: Wednesday, October 16, 2024 8:00 PM - 9:00 PM
Venue: Online
Correct the misspecified physics model by using the physics informed neural network
Speaker: Xiao Pei Jiao
Time: Wednesday, October 9, 2024 8:30 PM - 9:00 PM
Venue: Online
Wavelet-Galerkin Method for the Kolmogorov Equation
Speaker: Minli Feng
Time: Wednesday, October 9, 2024 8:00 PM - 8:30 PM
Venue: Online
Wavelet-Galerkin Method for the Kolmogorov Equation
Speaker: Minli Feng
Time: Wednesday, October 9, 2024 8:00 PM - 8:30 PM
Venue: Online
Fast, Multimodal, Derivative-Free Bayes Inference with Fisher-Rao Gradient Flows
Speaker: Jia Yi Kang
Time: Wednesday, October 2, 2024 8:00 PM - 9:00 PM
Venue: Online
Twisted Particle Filter
Speaker: Zeju Sun
Time: Wednesday, September 25, 2024 8:00 PM - 9:00 PM
Venue: Online
Wavelet-Galerkin Method for the Kolmogorov Equation
Speaker: Minli Feng
Time: Wednesday, September 18, 2024 3:40 PM - 4:30 PM
Venue: Online
Conditional Sequential Monte Carlo in High Dimensions
Speaker: Zeju Sun
Time: Wednesday, September 11, 2024 3:00 PM - 3:30 PM
Venue: 理科楼A-304
The estimation algebra of general filtering system
Speaker: Jia Yi Kang
Time: Wednesday, September 11, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
The Extended Direct Method for Generalized Time-varying Filtering Systems
Speaker: Minli Feng
Time: Wednesday, September 4, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
The Applications of Yau-Yau Algorithm on McKean-Vlasov Nonlinear Filtering Problem
Speaker: Zeju Sun
Time: Wednesday, August 28, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
Nonexistence of finite-dimensional estimation algebras on a Riemannian manifold
Speaker: Jia Yi Kang
Time: Wednesday, August 21, 2024 2:30 PM - 3:30 PM
Venue: Online
Deep Learning Based Yau-Yau Algorithm for Time-Varying Filtering Problems
Speaker: Zeju Sun
Time: Wednesday, August 7, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
Convergence Analysis of Direct Method for Time-Varying Yau Filtering System
Speaker: Minli Feng
Time: Wednesday, July 31, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
Stability Analysis of Natural Gradient Gaussian Filter
Speaker: Zeju Sun
Time: Wednesday, July 24, 2024 3:00 PM - 3:30 PM
Venue: Online
Deep Learning without Global Optimization by Random Fourier Neural Networks
Speaker: Jia Yi Kang
Time: Wednesday, July 24, 2024 2:30 PM - 3:00 PM
Venue: Online
Filtering with Degenerated Noise
Speaker: Zeju Sun
Time: Wednesday, July 10, 2024 3:30 PM - 4:00 PM
Venue: 理科楼A-304
Natural Gradient Gaussian Filtering
Speaker: Wenhan Cao
Time: Wednesday, July 10, 2024 3:00 PM - 3:30 PM
Venue: 理科楼A-304
Convergence Analysis of Direct Method for Time-Varying Yau Filtering System
Speaker: Minli Feng
Time: Wednesday, July 10, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
状态估计在光电跟踪系统中的应用需求
Speaker: Tong Guo
Time: Wednesday, July 3, 2024 4:00 PM - 5:00 PM
Venue: 理科楼A-304
Searching for Accurate and Efficient Implementation of Yau-Yau Nonlinear Filter
Speaker: Xiao Ming John Zhang
Time: Wednesday, July 3, 2024 2:45 PM - 3:45 PM
Venue: 理科楼A-304
Searching for Accurate and Efficient Implementation of Yau-Yau Nonlinear Filter
Speaker: Yuzhong Hu
Time: Wednesday, July 3, 2024 2:45 PM - 3:45 PM
Venue: 理科楼A-304
Datatic Approximate Optimal Filter for Nonlinear Systems with Non-Gaussian Noises
Speaker: Weixian He
Time: Wednesday, June 26, 2024 4:00 PM - 5:00 PM
Venue: 理科楼A-304
The Convergence of Time-varying Yau Filtering Problems
Speaker: Minli Feng
Time: Wednesday, June 19, 2024 2:30 PM - 3:30 PM
Venue: 理科楼A-304
Deep Filtering and Stochastic Approximation Approach
Speaker: Zeju Sun
Time: Wednesday, June 12, 2024 10:30 AM - 11:00 AM
Venue: 理科楼A-203
Maximum Likelihood from Incomplete Data via the EM Algorithm
Speaker: Minli Feng
Time: Wednesday, June 5, 2024 3:00 PM - 3:30 PM
Venue: 理科楼A-304
A review on AI for biology and medical fields.
Speaker: Hongyu Yu
Time: Wednesday, June 5, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
The Duality Between Optimal Control and Estimation
Speaker: Zeju Sun
Time: Thursday, May 30, 2024 4:00 PM - 5:00 PM
Venue: 理科楼A-230
Extension of the Kalman–Bucy Filter to Elementary Linear Systems with Fractional Brownian Noises
Speaker: Jia Yi Kang
Time: Wednesday, May 22, 2024 3:00 PM - 3:30 PM
Venue: 理科楼A-304
Particle method and quantization-based schemes for the simulation of the McKean-Vlasov equation
Speaker: Zeju Sun
Time: Wednesday, May 22, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations
Speaker: Xiao Pei Jiao
Time: Wednesday, May 15, 2024 3:00 PM - 3:30 PM
Venue: 理科楼A-304
The Local Convergence of the Extended Kalman Filter
Speaker: Minli Feng
Time: Wednesday, May 15, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations
Speaker: Xiao Pei Jiao
Time: Wednesday, May 8, 2024 4:00 PM - 4:30 PM
Venue: 理科楼A-304
An introduction to Kolmogorov–Arnold Networks
Speaker: Hongyu Yu
Time: Wednesday, May 8, 2024 3:30 PM - 4:00 PM
Venue: 理科楼A-304
Optimal filtering in autonomous driving systems
Speaker: Shengbo Li
Time: Wednesday, May 8, 2024 2:30 PM - 3:30 PM
Venue: 理科楼A-304
Direct Method Based on Gaussian Approximation
Speaker: Jia Yi Kang
Time: Tuesday, April 23, 2024 3:00 PM - 3:30 PM
Venue: Online
A Dynamical Neural Galerkin Scheme for Filtering Problems
Speaker: Zeju Sun
Time: Wednesday, April 17, 2024 4:00 PM - 4:30 PM
Venue: Online
Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes
Speaker: Minli Feng
Time: Wednesday, April 17, 2024 3:30 PM - 4:00 PM
Venue: Online
Generalized Variational Optimal Estimator
Speaker: Shiqi Liu
Time: Wednesday, April 10, 2024 3:00 PM - 3:30 PM
Venue: Online
Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes
Speaker: Minli Feng
Time: Wednesday, April 10, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
Data-Driven State Estimation and Robust Nonlinear Filtering
Speaker: Yangtianze Tao
Time: Wednesday, March 27, 2024 3:00 PM - 3:30 PM
Venue: 理科楼A-304
Importance Sampling for Rare Event Tracking within the Ensemble Kalman Filtering Framework
Speaker: Zeju Sun
Time: Wednesday, March 27, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
An optimization perspective on log-concave sampling
Speaker: Jia Yi Kang
Time: Wednesday, March 20, 2024 3:00 PM - 3:30 PM
Venue: 理科楼A-304
On the convergence analysis of Yau-Yau algorithm
Speaker: Zeju Sun
Time: Wednesday, March 20, 2024 2:30 PM - 3:00 PM
Venue: 理科楼A-304
Direct Method for Nonlinear Filtering Problems
Speaker: Minli Feng
Time: Wednesday, March 13, 2024 2:30 PM - 3:30 PM
Venue: 理科楼A-304
Convolutional Bayesian Filtering
Speaker: Chang Liu
Time: Tuesday, February 27, 2024 9:00 PM - 10:00 PM
Venue: Online
Outlier-robust Autocovariance Least Square Estimation via Iteratively Reweighted Least Square
Speaker: Yangtianze Tao
Time: Friday, February 23, 2024 9:00 PM - 9:30 PM
Venue: Online
Particle Filter for Systems with Stationary State Processes
Speaker: Zeju Sun
Time: Friday, February 16, 2024 9:30 PM - 10:00 PM
Venue: Online
Outlier-robust Autocovariance Least Square Estimation via Iteratively Reweighted Least Square
Speaker: Yangtianze Tao
Time: Friday, February 16, 2024 9:00 PM - 9:30 PM
Venue: Online
Recent literature review about neural operator
Speaker: Xiao Pei Jiao
Time: Friday, February 2, 2024 9:30 PM - 10:00 PM
Venue: Online
Partial Differential Equations and Deep Learning
Speaker: Jia Yi Kang
Time: Friday, February 2, 2024 9:00 PM - 9:30 PM
Venue: Online
The Mean Field Ensemble Kalman Filter: Near-Gaussian Setting
Speaker: Zeju Sun
Time: Friday, January 26, 2024 9:30 PM - 10:00 PM
Venue: Online
Outlier-Insensitive Kalman Filtering: Theory and Applications
Speaker: Yangtianze Tao
Time: Friday, January 26, 2024 9:00 PM - 9:30 PM
Venue: Online
Accelerating Random Orthogonal Search for Black-Box Global Optimization
Speaker: Xiao Pei Jiao
Time: Friday, January 12, 2024 9:30 PM - 10:00 PM
Venue: Online
Nonlinear Filtering Theory for McKean-Vlasov Type Stochastic Differential Equations
Speaker: Zeju Sun
Time: Friday, January 12, 2024 9:00 PM - 9:30 PM
Venue: Online
Finite Expression Method for Solving High-Dimensional PDEs
Speaker: Jia Yi Kang
Time: Friday, January 5, 2024 9:30 PM - 10:00 PM
Venue: Online
Iterative Cubature Kalman filtering with General Robust Loss Function
Speaker: Yangtianze Tao
Time: Friday, January 5, 2024 9:00 PM - 9:30 PM
Venue: Online
Iterative Cubature Kalman filtering with General Robust Loss Function
Speaker: Yangtianze Tao
Time: Friday, December 29, 2023 10:00 PM - 10:30 PM
Venue: Online
Backprogation and adjoint differentiation of chaos
Speaker: Xiuang Ni
Time: Friday, December 29, 2023 9:00 PM - 10:00 PM
Venue: Online
Rectified Deep Neural Networks Overcome the Curse of Dimensionality When Approximating Solutions of McKean-Vlasov Stochastic Differential Equations
Speaker: Zeju Sun
Time: Thursday, December 21, 2023 2:30 PM - 3:00 PM
Venue: 理科楼A-230
A Brief Introduction to Persistent Homology
Speaker: Minli Feng
Time: Thursday, December 21, 2023 2:00 PM - 2:30 PM
Venue: 理科楼A-230
On the Stable Cholesky Factorization-based Method for the Maximum Correntropy Criterion Kalman Filtering
Speaker: Yangtianze Tao
Time: Friday, December 1, 2023 9:30 PM - 10:00 PM
Venue: Online
Some advanced results in the Synthetic Control
Speaker: Jia Yi Kang
Time: Friday, December 1, 2023 9:00 PM - 9:30 PM
Venue: Online
Conditional McKean-Vlasov Equations
Speaker: Zeju Sun
Time: Friday, November 24, 2023 9:00 PM - 9:30 PM
Venue: Online
When and why PINNs fail to train from the viewpoint of neural tangent kernel
Speaker: Xiao Pei Jiao
Time: Friday, November 17, 2023 10:00 PM - 10:30 PM
Venue: Online
A Multivariate Non-Gaussian Bayesian Filter Using Power Moments
Speaker: Jia Yi Kang
Time: Friday, November 17, 2023 9:30 PM - 10:00 PM
Venue: Online
Visualization for Viral Genome Space
Speaker: Minli Feng
Time: Friday, November 17, 2023 9:00 PM - 9:30 PM
Venue: Online
Chandrasekhar-based Maximum Correntropy Kalman Filtering with the Adaptive Kernel Size Selection
Speaker: Yangtianze Tao
Time: Friday, November 10, 2023 9:30 PM - 10:00 PM
Venue: Online
Recent Developments in Deep Learning Filtering Algorithms
Speaker: Zeju Sun
Time: Friday, November 10, 2023 9:00 PM - 9:30 PM
Venue: Online
Beyond the Quadratic Approximation: The Multiscale Structure of Neural Network Loss Landscapes
Speaker: Jia Yi Kang
Time: Friday, November 3, 2023 9:00 PM - 9:30 PM
Venue: Online
Geometric Methods of Machine Learning (III): UMAP
Speaker: Minli Feng
Time: Friday, November 3, 2023 8:30 PM - 9:00 PM
Venue: Online
Error Estimate for Nonlinear Filtering Problems with Stochastically Diffusive and Point Processes
Speaker: Wenhui Dong
Time: Friday, November 3, 2023 8:00 PM - 8:30 PM
Venue: Online
Learning multiple-input operators via tensor product
Speaker: Xiao Pei Jiao
Time: Friday, October 27, 2023 8:30 PM - 9:00 PM
Venue: Online
Outlier Robustness of Kalman-type Filtering Framework Based on Correntropy-Induced Cost
Speaker: Yangtianze Tao
Time: Friday, October 27, 2023 8:00 PM - 8:30 PM
Venue: Online
Invariant Gibbs measures and wave equation
Speaker: Jia Yi Kang
Time: Friday, October 20, 2023 8:30 PM - 9:00 PM
Venue: Online
Stability Analysis of Recurrent Neural Network Spectral Methods
Speaker: Zeju Sun
Time: Friday, October 20, 2023 8:00 PM - 8:30 PM
Venue: Online
Geometric Methods of Machine Learning (II): Nonlinear Methods
Speaker: Minli Feng
Time: Friday, October 13, 2023 8:00 PM - 8:30 PM
Venue: Online
The theory of SPDE with transport noise
Speaker: Jia Yi Kang
Time: Friday, October 6, 2023 8:30 PM - 9:00 PM
Venue: Online
Optimal Projection Filters with Information Geometry
Speaker: Zeju Sun
Time: Friday, October 6, 2023 8:00 PM - 8:30 PM
Venue: Online
Positivity-preserving entropy filtering for the ideal magnetohydrodynamics equations
Speaker: Xiao Pei Jiao
Time: Friday, September 29, 2023 9:00 PM - 9:30 PM
Venue: Online
Geometric Methods of Machine Learning (I): Linear Methods
Speaker: Minli Feng
Time: Friday, September 29, 2023 8:30 PM - 9:00 PM
Venue: Online
Risk Sensitive Filtering with Randomly Delayed Measurements
Speaker: Yangtianze Tao
Time: Friday, September 29, 2023 8:00 PM - 8:30 PM
Venue: Online
Mathematical models in computer network
Speaker: Hongyu Yu
Time: Friday, September 22, 2023 9:00 PM - 9:30 PM
Venue: Online
What Happens after SGD Reaches Zero Loss? –A Mathematical Framework
Speaker: Jia Yi Kang
Time: Friday, September 22, 2023 8:30 PM - 9:00 PM
Venue: Online
Kolmogorov N-Width of the Likelihood Functions in Nonlinear Filtering
Speaker: Zeju Sun
Time: Friday, September 22, 2023 8:00 PM - 8:30 PM
Venue: Online
Kolmogorov N-Width of the Likelihood Functions in Nonlinear Filtering
Speaker: Zeju Sun
Time: Friday, September 22, 2023 8:00 PM - 8:30 PM
Venue: Online
Classification and Construction Results of Finite-Dimensional Estimation Algebras
Speaker: Minli Feng
Time: Tuesday, September 12, 2023 4:30 PM - 5:00 PM
Venue: 数学系理科楼A-203
The Stochastic Stability Analysis for Outlier Robustness of Kalman-type Filtering Framework Based on Correntropy-Induced Cost
Speaker: Yangtianze Tao
Time: Tuesday, September 12, 2023 4:00 PM - 5:00 PM
Venue: 数学系理科楼A-203
Convergence Analysis of Recurrent Neural Network Filtering in Discrete Time
Speaker: Zeju Sun
Time: Monday, September 4, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
Learning Robust State Observers using Neural ODEs
Speaker: Jia Yi Kang
Time: Monday, September 4, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
Universal Approximation Capacity of Bidirectional Recurrent Neural Networks with Noisy Sequential Inputs
Speaker: Yangtianze Tao
Time: Monday, August 28, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
An expert's guide to training physics-informed neural networks
Speaker: Xiao Pei Jiao
Time: Monday, August 28, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances
Speaker: Minli Feng
Time: Monday, August 21, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
Sampling under log-concavity and isoperimetry
Speaker: Jia Yi Kang
Time: Monday, August 21, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
Stochastic Approximation Beyond Gradient for Signal Processing and Machine Learning
Speaker: Yangtianze Tao
Time: Monday, August 7, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons
Speaker: Zeju Sun
Time: Monday, August 7, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
An Approximation Theory for Metric Space-Valued Functions with A View Towards Deep Learning
Speaker: Jia Yi Kang
Time: Monday, July 31, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
Non-Gaussian Bayesian Filtering by Density Parametrization Using Power Moments
Speaker: Jia Yi Kang
Time: Monday, July 10, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
Deep Neural Networks and the Curse of Dimensionality
Speaker: Zeju Sun
Time: Monday, July 10, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
Explicit Solution of the Generalized Kolmogorov Equation in Brockett-Mitter Program
Speaker: Minli Feng
Time: Monday, July 3, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-304
Time Series Analysis Basics
Speaker: Yangtianze Tao
Time: Monday, July 3, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-304
Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics
Speaker: Jia Yi Kang
Time: Monday, June 26, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
Kalman-Bucy Diffusion Processes and Filtering Stability
Speaker: Zeju Sun
Time: Monday, June 26, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
Neural Networks and Optimization
Speaker: Yangtianze Tao
Time: Tuesday, June 20, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
Diffusion generative models and moment filtering
Speaker: Jia Yi Kang
Time: Tuesday, June 20, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
The Bias in learning theory
Speaker: Jia Yi Kang
Time: Monday, June 12, 2023 3:00 PM - 3:30 PM
Venue: 数学系理科楼A-203
A Thorough Convergence Analysis of Unscented Kalman Filter
Speaker: Zeju Sun
Time: Monday, June 12, 2023 2:30 PM - 3:00 PM
Venue: 数学系理科楼A-203
The Rotation Number of 1-Dimensional Schrödinger Equation with Almost Periodic Potentials
Speaker: Minli Feng
Time: Monday, June 5, 2023 4:00 PM - 4:30 PM
Venue: 数学系理科楼A-203
Target interception based on neural network
Speaker: Hongyu Yu
Time: Monday, May 29, 2023 4:30 PM - 5:00 PM
Venue: 数学系理科楼A-203
The robustness in Learning theory
Speaker: Jia Yi Kang
Time: Monday, May 29, 2023 4:00 PM - 4:30 PM
Venue: 数学系理科楼A-203
Variance Decay Property for Filter Stability
Speaker: Zeju Sun
Time: Monday, May 29, 2023 3:30 PM - 4:00 PM
Venue: 数学系理科楼A-203
Bound of Eigenvalue of Schrodinger operator
Speaker: Xiao Pei Jiao
Time: Monday, May 22, 2023 4:30 PM - 5:00 PM
Venue: 数学系理科楼A-203
Outlier-Robust Iterative Extended Kalman Filtering
Speaker: Yangtianze Tao
Time: Monday, May 22, 2023 4:00 PM - 4:30 PM
Venue: 数学系理科楼A-203
When do nonlinear filters achieve maximal accuracy?
Speaker: Zeju Sun
Time: Monday, May 15, 2023 3:00 PM - 3:30 PM
Venue: Online
Schrodinger equation with polynomial potential and its application in nonlinear filtering
Speaker: Xiao Pei Jiao
Time: Monday, May 8, 2023 4:30 PM - 5:00 PM
Venue: Online
Data-driven state estimation and robust estimation
Speaker: Yangtianze Tao
Time: Monday, May 8, 2023 4:00 PM - 4:30 PM
Venue: Online
Estimation of the Linear System via Optimal Transportation and Its Application for Missing Data Observations
Speaker: Jia Yi Kang
Time: Monday, May 1, 2023 3:00 PM - 3:30 PM
Venue: Online
Observability and Filter Stability
Speaker: Zeju Sun
Time: Monday, May 1, 2023 2:30 PM - 3:00 PM
Venue: Online
Optimal transport particle filters
Speaker: Xiao Pei Jiao
Time: Monday, April 24, 2023 3:30 PM - 4:00 PM
Venue: Online
Discovering governing equations from data: Sparse identification of nonlinear dynamical systems
Speaker: Yangtianze Tao
Time: Monday, April 24, 2023 3:00 PM - 3:30 PM
Venue: Online
A Uniform Framework of Yau-Yau Algorithm Based on Deep Learning with the Capability of Overcoming the Curse of Dimensionality
Speaker: Zeju Sun
Time: Monday, April 24, 2023 2:30 PM - 3:00 PM
Venue: Online
Kalman-Bucy filtering under uncertainty
Speaker: Jia Yi Kang
Time: Monday, April 17, 2023 2:30 PM - 3:30 PM
Venue: Online
From Benes Filter to General Nonlinear Filters
Speaker: Zeju Sun
Time: Monday, April 10, 2023 2:30 PM - 3:30 PM
Venue: Online
Numerical Green function of Schrodinger equation with polynomial potential
Speaker: Xiao Pei Jiao
Time: Monday, April 3, 2023 3:00 PM - 3:30 PM
Venue: Online
Fast and Smooth Interpolation on Wasserstein Space
Speaker: Jia Yi Kang
Time: Monday, April 3, 2023 2:30 PM - 3:00 PM
Venue: Online
Counter-Adversarial Systems and Inverse Kalman Filters
Speaker: Zeju Sun
Time: Friday, March 24, 2023 8:00 PM - 8:30 PM
Venue: Online
Estimation of the Linear system via Optimal Transportation and Its Application for Missing Data Observations
Speaker: Jia Yi Kang
Time: Friday, March 3, 2023 9:30 PM - 10:00 PM
Venue: Online
Outlier-Robust Iterative Extended Kalman Filtering
Speaker: Yangtianze Tao
Time: Friday, March 3, 2023 9:00 PM - 9:30 PM
Venue: Online
Weaker Mitter conjecture on nonmaximal rank estimation algebra: state dimension 4 and rank 3
Speaker: Xiao Pei Jiao
Time: Tuesday, February 21, 2023 9:30 PM - 10:00 PM
Venue: Online
A Stable Particle Filter in High Dimensions
Speaker: Zeju Sun
Time: Tuesday, February 21, 2023 9:00 PM - 9:30 PM
Venue: Online
Variational Bayesian, Optimization and Filtering
Speaker: Yangtianze Tao
Time: Tuesday, February 14, 2023 9:00 PM - 9:30 PM
Venue: Online
Information Geometric Nonlinear Filtering
Speaker: Zeju Sun
Time: Tuesday, February 7, 2023 9:00 PM - 9:30 PM
Venue: Online
Finite dimensional estimation algebra on arbitrary state dimension with nonmaximal rank: linear structure of Wong matrix
Speaker: Xiao Pei Jiao
Time: Tuesday, January 31, 2023 9:30 PM - 10:00 PM
Venue: Online
Outlier-Robust Filtering Based on Robust Similarity Measure
Speaker: Yangtianze Tao
Time: Tuesday, January 31, 2023 9:00 PM - 9:30 PM
Venue: Online
Extension of probability flow on matrix Lie group
Speaker: Xiao Pei Jiao
Time: Tuesday, January 17, 2023 9:30 PM - 10:00 PM
Venue: Online
The Stochastic Stability Analysis of A Modified Extended Kalman Filter Framework Under Maximum Correntropy Criterion
Speaker: Yangtianze Tao
Time: Tuesday, January 17, 2023 9:00 PM - 9:30 PM
Venue: Online
Maximum Correntropy Ensemble Kalman Filter
Speaker: Yangtianze Tao
Time: Tuesday, January 10, 2023 9:30 PM - 10:00 PM
Venue: Online
The Kolmogorov Superposition Theorem and High Dimensional Function Approximation
Speaker: Zeju Sun
Time: Tuesday, January 10, 2023 9:00 PM - 9:30 PM
Venue: Online
Formulation of SLAM problem and FPF on matrix Lie group
Speaker: Xiao Pei Jiao
Time: Tuesday, January 3, 2023 9:30 PM - 10:00 PM
Venue: Online
Accelerated Linearized Laplace Approximation for Bayesian Deep Learning
Speaker: Jia Yi Kang
Time: Tuesday, January 3, 2023 9:00 PM - 9:30 PM
Venue: Online
Maximum Correntropy Ensemble Kalman Filter
Speaker: Yangtianze Tao
Time: Tuesday, December 27, 2022 9:30 PM - 10:00 PM
Venue: Online
The Curse of Memory in Recurrent Neural Networks
Speaker: Zeju Sun
Time: Tuesday, December 27, 2022 9:00 PM - 9:30 PM
Venue: Online
Introduction to simultaneous localization and mapping from filter viewpoint
Speaker: Xiao Pei Jiao
Time: Tuesday, December 20, 2022 9:30 PM - 10:00 PM
Venue: Online
Variational inference via Wasserstein gradient flows
Speaker: Jia Yi Kang
Time: Tuesday, December 20, 2022 9:00 PM - 9:30 PM
Venue: Online
Density Steering by Power Moments
Speaker: Hongyu Yu
Time: Tuesday, December 13, 2022 10:00 PM - 10:15 PM
Venue: Online
A Dynamical System Perspective for Lipschitz Neural Networks
Speaker: Jia Yi Kang
Time: Tuesday, December 13, 2022 9:30 PM - 10:00 PM
Venue: Online
A Non-Gaussian Bayesian Filter Using Power and Generalized Logarithmic Moments
Speaker: Zeju Sun
Time: Tuesday, December 13, 2022 9:00 PM - 9:30 PM
Venue: Online
Optimal control formulation for Yau filtering systems
Speaker: Xiao Pei Jiao
Time: Tuesday, December 6, 2022 9:30 PM - 10:00 PM
Venue: Online
Neural Network Based Nonlinear Observers
Speaker: Yangtianze Tao
Time: Tuesday, December 6, 2022 9:00 PM - 9:30 PM
Venue: Online
Neural Stochastic Control
Speaker: Jia Yi Kang
Time: Tuesday, November 29, 2022 9:30 PM - 10:00 PM
Venue: Online
Neural Parametric Fokker-Planck Equation
Speaker: Zeju Sun
Time: Tuesday, November 29, 2022 9:00 PM - 9:30 PM
Venue: Online
Optimal control for linear filtering system
Speaker: Xiao Pei Jiao
Time: Tuesday, November 22, 2022 9:30 PM - 10:00 PM
Venue: Online
Bidirectional Recurrent Neural Networks Are Universal Smoothers
Speaker: Yangtianze Tao
Time: Tuesday, November 22, 2022 9:00 PM - 9:30 PM
Venue: Online
Convergence and stability analysis of PDE-based filtering algorithm
Speaker: Jia Yi Kang
Time: Tuesday, November 15, 2022 9:00 PM - 9:30 PM
Venue: Online
Bidirectional Recurrent Neural Networks Are Universal Smoothers
Speaker: Yangtianze Tao
Time: Tuesday, November 15, 2022 8:30 PM - 9:00 PM
Venue: Online
Stability of Nonlinear Filtering II: The Lyapunov Exponents Approach
Speaker: Zeju Sun
Time: Tuesday, November 15, 2022 8:00 PM - 8:30 PM
Venue: Online
An optimal control approach to particle filter
Speaker: Xiao Pei Jiao
Time: Tuesday, November 8, 2022 9:30 PM - 10:00 PM
Venue: Online
Recurrent Neural Networks and Universal Approximation of Bayesian Filters
Speaker: Yangtianze Tao
Time: Tuesday, November 8, 2022 9:00 PM - 9:30 PM
Venue: Online
Optimal Estimation with Missing Observations via Balanced Time-Symmetric Stochastic Models
Speaker: Jia Yi Kang
Time: Thursday, November 3, 2022 8:30 PM - 9:00 PM
Venue: Online
Stability of Nonlinear Filtering I
Speaker: Zeju Sun
Time: Thursday, November 3, 2022 8:00 PM - 8:30 PM
Venue: Online
Stability of Nonlinear Filtering I
Speaker: Zeju Sun
Time: Thursday, November 3, 2022 8:00 PM - 8:30 PM
Venue: Online
What is the Lagrangian for Nonlinear Filtering
Speaker: Xiao Pei Jiao
Time: Tuesday, October 25, 2022 8:30 PM - 9:00 PM
Venue: Online
Policy Gradient Methods with Baselines and Advanced Techniques for Policy Learning
Speaker: Yangtianze Tao
Time: Tuesday, October 25, 2022 8:00 PM - 8:30 PM
Venue: Online
Robust Distributed Kalman filtering with Event-Triggered Communication
Speaker: Jia Yi Kang
Time: Thursday, October 20, 2022 8:30 PM - 9:00 PM
Venue: Online
Non-Gaussian Bayesian Filtering
Speaker: Zeju Sun
Time: Thursday, October 20, 2022 8:00 PM - 8:30 PM
Venue: Online
Nonlinear filter in simultaneous localization and mapping
Speaker: Xiao Pei Jiao
Time: Tuesday, October 11, 2022 8:30 PM - 9:00 PM
Venue: Online
Policy Learning
Speaker: Yangtianze Tao
Time: Tuesday, October 11, 2022 8:00 PM - 8:30 PM
Venue: Online
Matching Normalizing Flows and Probability Paths on Manifolds
Speaker: Jia Yi Kang
Time: Tuesday, October 4, 2022 3:30 PM - 4:00 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
Convergence Analysis of the Uniform Framework of the Yau-Yau Algorithm
Speaker: Zeju Sun
Time: Tuesday, October 4, 2022 3:00 PM - 3:30 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
Equivariant filter: a general filter design for systems on homogeneous spaces
Speaker: Xiao Pei Jiao
Time: Tuesday, September 27, 2022 3:30 PM - 4:00 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
The Advanced Techniques of Value Learning
Speaker: Yangtianze Tao
Time: Tuesday, September 27, 2022 3:00 PM - 3:30 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
The Hessian transport gradient flows and sampling methods
Speaker: Jia Yi Kang
Time: Tuesday, September 20, 2022 4:30 PM - 5:00 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
The Uniform Framework of the Yau-Yau Algorithm
Speaker: Zeju Sun
Time: Tuesday, September 20, 2022 4:00 PM - 4:30 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
Deterministic and stochastic tangent flow based on optimal transport variational framework
Speaker: Xiao Pei Jiao
Time: Tuesday, September 13, 2022 3:30 PM - 4:00 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
Deep Q-network (DQN) and Q-learning
Speaker: Yangtianze Tao
Time: Tuesday, September 13, 2022 3:00 PM - 3:30 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
Convergence Analysis of the Gaussian mixture particle filters
Speaker: Zeju Sun
Time: Friday, September 9, 2022 3:00 PM - 3:30 PM
Venue: Online Online: Tencent 735 7908 4302 Password:
The stability and the convergence results in Yau-Yau methods
Speaker: Jia Yi Kang
Time: Friday, September 9, 2022 3:00 PM - 4:00 PM
Venue: Online Online: Tencent 735 7908 4302 Password: