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Best Practices A Data Scientist Should Know
Creating Value in PE Using Advanced Analytics
Decomposing Low-Rank Symmetric Tensors
Graph Clustering Dynamics: From Spectral to Mean Shift
How Well Can We Generalize Nonlinear Learning Models in High Dimensions??
Integrative Discriminant Analysis Methods for Multi-view Data
Intelligent Randomized Algorithms for the Low CP-Rank Tensor Approximation Problem
Method of Moments: From Sample Complexity to Efficient Implicit Computations
On Multiclass Adversarial Training, Perimeter Minimization, and Multimarginal Optimal Transport Problems
Relaxing Gaussian Assumptions in High Dimensional Statistical Procedures
Stability and Generalization in Graph Convolutional Neural Networks
Towards a Better Evaluation of Football Players
Using Artificial Intelligence to Model and Support the Management of Multimorbid Patients
Adapting the Metropolis Algorithm
An Optimal Transport Perspective on Uncertainty Propagation
Being Smart and Dumb: Building the Sports Analytics Industry
Coding and Generative Design for 3D Printing
Coordinate Methods for Solving Eigenvalue Problems in High Dimensions
Cyber Security: A New Front for Computational Science and Engineering
Data depths meet Hamilton-Jacobi equations