University of Illinois Urbana-Champaign

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Showing 31–60 of 87 items
Thumbnail for Reinforcement learning for multi-agent and robust control systems
Reinforcement learning for multi-agent and robust control systems
Zhang, Kaiqing

Thumbnail for Managing heterogeneous resources for dynamic energy-efficient sensing
Managing heterogeneous resources for dynamic energy-efficient sensing
Jun, David

Thumbnail for Applications of diffusion processes: machine learning, optimization, and sampling
Applications of diffusion processes: machine learning, optimization, and sampling
Tzen, Belinda • 2022

Thumbnail for Brain-machine interface coupled cognitive sensory fusion with a Kohonen and reservoir computing scheme
Brain-machine interface coupled cognitive sensory fusion with a Kohonen and reservoir computing scheme
Osuagwu, Onyeama E.

Thumbnail for Nonlinear and geometric control methods in deep learning theory
Nonlinear and geometric control methods in deep learning theory
Hanson, Joshua McKinley • 2025

Thumbnail for Exploiting insensitivity in stochastic systems to learn approximately optimal policies
Exploiting insensitivity in stochastic systems to learn approximately optimal policies
Davidson, James

Thumbnail for Efficient algorithms for distributed learning, optimization and belief systems over networks
Efficient algorithms for distributed learning, optimization and belief systems over networks
Uribe Meneses, Cesar Augusto

Thumbnail for Polynomial methods in statistical inference: Theory and practice
Polynomial methods in statistical inference: Theory and practice
Yang, Pengkun

Thumbnail for Message passing algorithms - methods and applications
Message passing algorithms - methods and applications
Bean, Andrew J

Thumbnail for Fundamental limits and algorithms for sequence reconstruction, alignment, and analysis
Fundamental limits and algorithms for sequence reconstruction, alignment, and analysis
Mazooji, Kayvon Amir • 2025

Thumbnail for Machine leanring algorithms for single-cell data analysis
Machine leanring algorithms for single-cell data analysis
Peng, Jianhao • 2022

Thumbnail for The implicit bias of gradient descent: from linear classifiers to deep networks
The implicit bias of gradient descent: from linear classifiers to deep networks
Ji, Ziwei • 2022

Thumbnail for Dynamic sequential decision problems with asymmetric information: some existence results
Dynamic sequential decision problems with asymmetric information: some existence results
Gupta, Abhishek

Thumbnail for Graphical models for high-dimensional stochastic processes: Estimation and inference
Graphical models for high-dimensional stochastic processes: Estimation and inference
Tsai, Katherine • 2025

Thumbnail for Locally optimal detection and randomization defenses against universal adversarial perturbations
Locally optimal detection and randomization defenses against universal adversarial perturbations
Goel, Amish • 2023

Thumbnail for Duality for nonlinear filtering
Duality for nonlinear filtering
Kim, Jin Won • 2022

Thumbnail for Certifying robustness in inference and learning problems
Certifying robustness in inference and learning problems
Magesh, Akshayaa • 2025

Thumbnail for Topics on statistical inference with model uncertainty
Topics on statistical inference with model uncertainty
Deshmukh, Aditya Omprakash • 2024

Thumbnail for Drift Correcting Mulitphysics Informed Neural Network Coupled PDE Solver
Drift Correcting Mulitphysics Informed Neural Network Coupled PDE Solver
Wandke, Kevin • 2024

Thumbnail for Stochastic techniques for computational electromagnetics and signal integrity design optimization
Stochastic techniques for computational electromagnetics and signal integrity design optimization
Chen, Xu

Thumbnail for Conditional dependence via Shannon capacity: axioms, estimators and applications
Conditional dependence via Shannon capacity: axioms, estimators and applications
Gao, Weihao

Thumbnail for Causal inference for early detectection of hardware failure
Causal inference for early detectection of hardware failure
Yang, Alan

Thumbnail for Novel methods for high-fidelity low-thrust spacecraft trajectory optimization and mission design
Novel methods for high-fidelity low-thrust spacecraft trajectory optimization and mission design
Pascarella, Alex • 2025

Thumbnail for Neural ordinary differential equation models for circuits
Neural ordinary differential equation models for circuits
Xiong, Jie • 2022

Thumbnail for Topics in applied topology
Topics in applied topology
Assif Poovan Kavil, Mishal • 2026

Thumbnail for Reinforcement learning under general function approximation and novel interaction settings
Reinforcement learning under general function approximation and novel interaction settings
Chen, Jinglin • 2024

Thumbnail for Nearest neighbor search for cyro-electron microscopy images
Nearest neighbor search for cyro-electron microscopy images
Liu, Yang

Thumbnail for Pressure Treatment of Polytene Chromosomes and Computer Vision Techniques for High Resolution Cytogenetic Studies
Pressure Treatment of Polytene Chromosomes and Computer Vision Techniques for High Resolution Cytogenetic Studies
Novikov, Dmitri V.

Thumbnail for Automated testing and machine-learning-based modeling of air discharge ESD
Automated testing and machine-learning-based modeling of air discharge ESD
Sagan, Sam

Thumbnail for Reliable and efficient machine learning under distribution shifts
Reliable and efficient machine learning under distribution shifts
Wang, Haoxiang • 2025