Latest
- Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
- Matrix completability analysis via graph k-connectivity
- Detecting Statistical Interactions from Neural Network Weights
- On Bochner's and Polya's Characterizations of Positive-Definite Kernels and the Respective Random Feature Maps
- SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling
- Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams
- Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification
- Model Selection for Topic Models via Spectral Decomposition
- Spectral Sparsification of Random-Walk Matrix Polynomials
- Scalable Parallel Factorizations of SDD Matrices and Efficient Sampling for Gaussian Graphical Models
- FBLG: a simple and effective approach for temporal dependence discovery from time series data
- Parallel gibbs sampling for hierarchical dirichlet processes via gamma processes equivalence
- Analyzing the Number of Latent Topics via Spectral Decomposition