- Rotation Invariant Random Features
- Linear layers in ReLU networks for learning single- and multi-index models
- Deep Stochastic Mechanics
- Reduced-Order Autodifferentiable Ensemble Kalman Filtering
- Autodifferentiable Ensemble Kalman Filtering
- Subseasonal Forecasting using Climate Model Ensembles
- Embed & Emulate
- Regression Changepoint Detection
- Deep Equilibrium for Inverse Problems
- Neumann network image reconstruction
- Graph Total Variation for Subseasonal Climate Forecasting
- Code for the paper ‘Bilinear Bandits with Low-rank Structure’ published in ICML 2019
- Monotonic matrix completion
- Online tracking of Hawkes process parameters
- Online data thinning for massive video streams
- Dynamic Mirror Descent
- Alternating Convex Search for CS Off the Grid
- Multiscale Online Union of Subspaces Estimation (MOUSSE)
- Poisson Image Denoising with Non-Local PCA
- Non-Local Means with Local Polynomial Regression (NLM-LPR)
- Sparse Poisson Intensity Reconstruction Algorithm (SPIRAL)
- Variational EM for Binary Hypercube Mixture Density Estimation
- Free-degree multiscale density estimation matlab code and python wrapper from Giacomo Vianello
- Translation Invariant Tree Pruning Reconstruction (for Gaussian or Poisson noise)
- Anomaly Detection for Social Networks
- Platelet Image Reconstruction
- Coarse-to-fine image reconstruction
- Level set estimation