Yannis G. Kevrekidis

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 5

Top Topics

Statistical Inference

Predictive Power

Unsupervised Learning

Top Venues

Publications

Zehong Zhang, Fei Lu, Esther Xu Fei, Terry Lyons, Yannis G. Kevrekidis, Tom Woolf
Benchmarking optimality of time series classification methods in distinguishing diffusions. CoRR (2023)
Anthony J. Roberts, Thien Tran-Duc, Judith E. Bunder, Yannis G. Kevrekidis
Accurate and efficient multiscale simulation of a heterogeneous elastic beam via computation on small sparse patches. CoRR (2023)
Tianqi Cui, Thomas Bertalan, George J. Pappas, Manfred Morari, Yannis G. Kevrekidis, Mahyar Fazlyab
Certified Invertibility in Neural Networks via Mixed-Integer Programming. L4DC (2023)
Qingci An, Yannis G. Kevrekidis, Fei Lu, Mauro Maggioni
Unsupervised learning of observation functions in state-space models by nonparametric moment methods. CoRR (2022)
William T. Redman, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
An Operator Theoretic View On Pruning Deep Neural Networks. ICLR (2022)
Ethan A. Mastny, James B. Rawlings, Yannis G. Kevrekidis
Model-based control methodologies for catalytic surface reactions. ACC (2005)
Yongchun Zhang, Michael A. Henson, Yannis G. Kevrekidis
Nonlinear order reduction of discretized cell population models. ACC (2003)