Time Series Clustering: Pattern Recognition, Forecasting, and Amortized Inference Ángel López Oriona, Postdoctoral Research Fellow, Statistics May 14, 12:00 - 13:00 B9 R2325 Time Series Pattern Recognition forecasting statistical inference
Robust and Fuzzy Methods for High-Dimensional Time Series Clustering and Forecasting Ziling Ma, Ph.D. Student, Statistics Apr 30, 12:00 - 13:00 B9 R2325
Rare-Event Simulation Methods for Outage Probability in GSC/MRC Systems under Rician Fading Mahmoud Hassan Ghazal , Ph.D. Student, Electrical and Computer Engineering Apr 23, 12:00 - 13:00 B9 R2325 Statistics of extremes Outage Probability Applied Probability
Efficient Numerical Methods for Scalable Bayesian Inference Lisa Gaedke-Merzhäuser, Postdoctoral Research Fellow, Statistics Apr 16, 12:00 - 13:00 B9 R2325 numerical methods Efficient Bayesian Inversion Automated and scalable algorithms
A Unified Monotonicity Framework for Mean-Field Games Rita A. Ferreira, Research Scientist, Mean-field Games and Nonlinear PDE Apr 2, 12:00 - 13:00 B9 R2325 gamma-convergence asymptotic analysis variational analysis Variational mean-field games
Extrapolated Linear Multistep Methods Lajos Lóczi, Research Scientist, Applied Mathematics and Computational Science Mar 12, 12:00 - 13:00 B9 L2 R2325 ODEs PDEs numerical methods linear multistep methods LMMs
Remote Sensing and Agroinformatics Insights in Saudi Arabia Using Machine Learning Ting Li, Postdoctoral Research Fellow, Environmental Science and Engineering Mar 5, 12:00 - 13:00 B9 L2 R2325 remote sensing machine learning sustainable agricultural agricultural productivity
Graphpcor: Prior for Correlation Matrices Elias Teixeira Krainski, Research Scientist, Statistics Feb 26, 12:00 - 13:00 B9 L2 R2325 correlation Bayesian Estimation expert knowledge integration
C1+alpha Regularity for the Fractional p-Laplacian David De Jesus, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Feb 19, 12:00 - 13:00 B9 L2 R2325 Mathematical modeling
Data-driven Anomaly Detection in Industrial Processes Fouzi Harrou, Senior Research Scientist, Statistics Feb 12, 12:00 - 13:00 B9 L2 R2325 anomaly detection multivariate statistics artificial intelligence AI
On the Modeling and Approximation of Phase Transitions in Elasticity Georgios Grekas, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Feb 5, 12:00 - 13:00 B9 L2 R2325 Phase transitions elasticity mathematical modelling
Energy-Efficient and Sustainable Spatial Modeling Using GPU Computing Sameh Abdulah, Senior Research Scientist, Applied Mathematics and Computational Science Jan 29, 12:00 - 13:00 B9 L2 R2325 HPC
Mean Field Games: From Many-Player Games to PDEs Melih Ucer, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Dec 11, 12:00 - 13:00 B9, L2, R2325 mean field games hamilton–jacobi equations monotone operator theory
Nuclear Fusion Powered by AI and HPC Vladimir Pimanov, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Dec 4, 12:00 - 13:00 B9 L2 R2325 AI artificial intelligence Fusion simulation
Finite Element Approximation of Eigenvalue Problems in Mixed Form Daniele Boffi, Associate Dean for Faculty, Computer, Electrical and Mathematical Sciences and Engineering Nov 27, 12:00 - 13:00 B9 L2 R2325
Daniele Boffi, Associate Dean for Faculty, Computer, Electrical and Mathematical Sciences and Engineering
Geospatial Data Science for Public Health Surveillance Paula Moraga, Assistant Professor, Statistics Nov 20, 12:00 - 13:00 B9 L2 R2325 statistical methods geospatial data analysis health surveillance Public Health spatio-temporal data analysis
First Provably Optimal Asynchronous SGD for Homogeneous and Heterogeneous Data Arto Maranjyan, Ph.D. Student, Computer Science Nov 13, 12:00 - 13:00 B9 L2 R2325 machine learning optimization asynchronous algorithms Training
Accelerating Branch-and-Bound Graph Algorithms with GPUs Izzat El Hajj, Assistant Professor, Computer Science, American University of Beirut Oct 30, 12:00 - 13:00 B9 L2 R2325
Unlocking Euclidean Problems with Isotropic Initialization Mikhail Skopenkov, Research Scientist, Computer Science Oct 30, 12:00 - 13:00 B9 L2 R2325
Bias-Reduced Estimation of Structural Equations Models Haziq Jamil, Research Specialist, Statistics Oct 16, 12:00 - 13:00 B9 L2 R2325
Block Low-Rank Matrices for Modern Scientific Computing Daria Sushnikova, Postdoctoral Research Fellow, Computer, Electrical and Mathematical Sciences and Engineering Oct 9, 12:00 - 13:00 B9 L2 R2325
Daria Sushnikova, Postdoctoral Research Fellow, Computer, Electrical and Mathematical Sciences and Engineering
Efficient Bayesian Methods for Biostatistics Janet van Niekerk, Research Scientist, Statistics Oct 2, 12:00 - 13:00 B9 L2 R2325 bayesian methods
Nonparametric Functional Quantiles, Skewness, and Probability Bands via the Functional Signed Directionality Emmanuel Ambriz, Postdoctoral Research Fellow, Statistics Sep 25, 12:00 - 13:00 B9 L2 R2325 functional signed directionality
Neural Methods for Amortized Inference with Models for Spatial Extremes Raphaël Huser, Associate Professor, Statistics Sep 18, 12:00 - 13:00 B9, L2, R2325
Gaussian Random Fields on Metric Graphs David Bolin, Professor, Statistics Sep 11, 12:00 - 13:00 B9 B2 L2325 Gaussian random fields Metric graphs Statistical Modeling
From the Ball-Proximal (Broximal) Point Method to Efficient Training of LLMs Peter Richtarik, Professor, Computer Science Sep 4, 12:00 - 13:00 B9 L2 R2325 AI machine learning optimization algorithms LLM
The Signed Translation Transformed Depth: Order, Quantiles, Spread, Skewness, and Quantile Regression for Multivariate Functional Data Emmanuel Ambriz, Postdoctoral Research Fellow, Statistics May 15, 12:00 - 13:00 B9 L2 R2325 multivariate analysis
Vecchia Approximations of Gaussian Processes on GPUs for Scalable Spatial Modeling and Computer Model Emulation Qilong Pan, Ph.D. Student, Statistics May 8, 12:00 - 13:00 B9 L2 R2325 machine learning Geospatial Data GPU Computing
Retraction Maps, Feedback Linearization and Nonholonomic Integrators Ravi Banavar, Professor, Systems and Control Engineering, IIT Bombay May 1, 12:00 - 13:00 B9 L2 R2325
Linear Solvers for Large-Scale Bayesian Modeling Lisa Gaedke-Merzhäuser, Postdoctoral Research Fellow, Statistics Apr 24, 12:00 - 13:00 B9 L2 R2325
Homogenization and Wave Functional Materials Ying Wu, Program Chair, Applied Mathematics and Computational Science Apr 17, 12:00 - 13:00 B9 L2 R2325 Wave functional materials Homogenization
The Earliest Arrival of Quantum Advantage David Keyes, Professor, Applied Mathematics and Computational Science Apr 10, 12:00 - 13:00 B9 L2 R2325 quantum computing quantum processing unit supercomputers
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining Mikhail Moshkov, Professor, Applied Mathematics and Computational Science Mar 20, 12:00 - 13:00 B9, L2, R2325
The Ball-Proximal (=“Broximal”) Point Method: a New Algorithm, Convergence Theory, and Applications Kaja Gruntkowska, PhD student, Statistics, KAUST Mar 6, 12:00 - 13:00 B9, L2, R2325
Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity Arto Maranjyan, Ph.D. Student, Computer Science Feb 27, 12:00 - 13:00 B9, L2, R2325
Derivative-Free Methods in Nonconvex Optimization with and Without Noise Boris Mordukhovich, Distinguished University Professor, Wayne State University Feb 20, 12:00 - 13:00 B9, L2, R2325
Recent Advances in Infinity Laplacian Equations Aelson Sobral, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Feb 13, 12:00 - 13:00 B9, L2, R2325
A Limiting Model for MEMS with Heterogeneous Dielectric Properties Katerina Nik, Assistant Professor, Applied Mathematics and Computational Science Feb 6, 12:00 - 13:00 B9, L2, R2325
Singular Points of Solutions of Hamilton-Jacobi Equations Melih Ucer, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Jan 30, 12:00 - 13:00 B9, L2, R2325
Enriching Your CV, Expanding Networks, and Building a Reputation Majid Hassanizadeh, Senior Professor, Stuttgart Center for Simulation Science (SIMTECH), Stuttgart University, Germany Jan 13, 16:00 - 17:00 B1, L3, R3119; Zoom link
Improving Optimization of Likelihood-based Generative Models with One Line of Code Maurizio Filippone, Associate Professor, Statistics Dec 5, 12:00 - 13:00 B9, L2, R2325
LoCoDL: Communication-Efficient Distributed Optimization with Local Training and Compression Laurent Condat, Senior Research Scientist, Computer Science Nov 27, 12:00 - 13:00 B9, L3, R3125
Intracellular "in silico microscopes" - Fully 3D Spatio-Temporal Virus Replication Model Simulations Gabriel Wittum, Professor (former), Applied Mathematics and Computational Science May 9, 12:00 - 13:00 B9 L2 H2 H2
Statistical Deep-Learning for Spatiotemporal Extremes Raphaël Huser, Associate Professor, Statistics May 2, 12:00 - 13:00 B9 L2 H2 H2
Traveling wave solutions of Reaction-Diffusion equation in Biological mathematics Hoyoun Kim, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Apr 18, 12:00 - 13:00 B9 L2 H2 H2
A Correlated Three-Dimensional Integral Fractional Ornstein-Uhlenbeck Process Model for Animal Movement Jose Hermenegildo Ramirez Gonzalez, Postdoctoral Research Fellow, Statistics Apr 4, 12:00 - 13:00 B9 L2 H2 H2
Classification of time series in high dimensions Sarbojit Roy, Postdoctoral Research Fellow, Statistics Mar 28, 12:00 - 13:00 B9 L2 H2 H2
Tracking rare events within the ensemble Kalman filtering Gaukhar Shaimerdenova, Research Consultant, Stochastic Numerics Research Group Mar 21, 12:00 - 13:00 B9 L2 H2 H2
Randomized quasi-Monte Carlo and Owen's boundary growth conditions: A spectral analysis Yang Liu , Postdoctoral Research Fellow, Applied Mathematics and Computational Science Mar 14, 12:00 - 13:00 B9 L2 H2 H2
Acoustics with a spin: A new paradigm for acoustic metamaterials, scattering, and propagation of sound Mohamed D. Farhat, Research Scientist, Waves in Complex Media Mar 7, 12:00 - 13:00 B9 L2 H2 H2
