University of Illinois Urbana-Champaign

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Showing 1–27 of 27 items
Geospatial machine learning
Stewart, Adam J. • 2024

Thumbnail for Operator learning in the overparameterized regime
Operator learning in the overparameterized regime
Shrimali, Bhavesh • 2023

Thumbnail for Principled exploration in sequential decision-making
Principled exploration in sequential decision-making
Ban, Yikun • 2024

Thumbnail for Designing resilient lifeline networks a primal-dual optimization approach
Designing resilient lifeline networks a primal-dual optimization approach
Chen, Zhijie • 2023

Thumbnail for Breaking the dimension dependence in distributed learning
Breaking the dimension dependence in distributed learning
Shrivastava, Mayank • 2024

Thumbnail for Machine learning for 3D small molecule drug discovery
Machine learning for 3D small molecule drug discovery
Guan, Jiaqi • 2024

Thumbnail for Graph regularized transductive classification on heterogeneous information networks
Graph regularized transductive classification on heterogeneous information networks
Ji, Ming

Thumbnail for Enhancing deep state space models for complex applications
Enhancing deep state space models for complex applications
Nagda, Chandni • 2023

Thumbnail for Time series forecasting of stock price changes using large language models: A foundation for financial decision-making
Time series forecasting of stock price changes using large language models: A foundation for financial decision-making
Go, Eun • 2025

Thumbnail for Generative digital twins for longitudinal simulation and augmentation of multi-modal patient data
Generative digital twins for longitudinal simulation and augmentation of multi-modal patient data
Theodorou, Brandon • 2025

Thumbnail for Optimal graph learning
Optimal graph learning
Xu, Zhe • 2025

Thumbnail for Anomaly detection for environmental noise monitoring
Anomaly detection for environmental noise monitoring
Phan, Duc H.

Thumbnail for Node classification with extremely few labels and applications to social networks
Node classification with extremely few labels and applications to social networks
Cui, Hang • 2025

Thumbnail for Structure and representation in statistical reinforcement learning
Structure and representation in statistical reinforcement learning
Amortila, Philip • 2025

Thumbnail for On representations of differential equations for state space statistical forecasting
On representations of differential equations for state space statistical forecasting
Naumer, Helmuth J • 2024

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 Ramanujan's identities, Voronoi summation formula, and zeros of partial sums of zeta and L-functions
Ramanujan's identities, Voronoi summation formula, and zeros of partial sums of zeta and L-functions
Roy, Arindam

Thumbnail for Cultivating imperial identity: the garden city and urban landscapes in London, Calcutta and Delhi, c. 1860-1931
Cultivating imperial identity: the garden city and urban landscapes in London, Calcutta and Delhi, c. 1860-1931
Rodriguez'G, Karen Ann

Thumbnail for Mining the relation and implication of user generated content in social media
Mining the relation and implication of user generated content in social media
Jin, Xin

Thumbnail for Multi-network association: Algorithms and applications
Multi-network association: Algorithms and applications
Du, Boxin • 2022

Thumbnail for Exploring link, text and spatial-temporal data in social media
Exploring link, text and spatial-temporal data in social media
Yin, Zhijun

Thumbnail for Terror sans frontiers: Islamic militancy in North East India
Terror sans frontiers: Islamic militancy in North East India
Saikia, Jaideep

Thumbnail for Data-driven materials design
Data-driven materials design
Schiller, Joshua

Thumbnail for A Scalable Self-Diagnosing Content Distribution Service with Bounded Latency
A Scalable Self-Diagnosing Content Distribution Service with Bounded Latency
Huang, Chengdu

Thumbnail for A persuasive approach to designing interactive tools around the promises and perils of social platforms
A persuasive approach to designing interactive tools around the promises and perils of social platforms
Dey, Sanorita

Thumbnail for Development of large scale tight-binding methods, and application to electron transfer in symmetric dielectric barrier discharges (DBDS)
Development of large scale tight-binding methods, and application to electron transfer in symmetric dielectric barrier discharges (DBDS)
Ghale, Purnima

Thumbnail for A Scalable Self -Diagnosing Content Distribution Service With Bounded Latency
A Scalable Self -Diagnosing Content Distribution Service With Bounded Latency
Huang, Chengdu