Data Science & Analytics

The S-Hock Dataset: Analyzing Crowds at the Stadium CVPR 2015 Time-Sensitive Recommendation From Recurrent User Activities NeurIPS 2015 Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015 Tree Quantization for Large-Scale Similarity Search and Classification CVPR 2015 TVSum: Summarizing Web Videos Using Titles CVPR 2015 Web Scale Photo Hash Clustering on A Single Machine CVPR 2015 Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization NeurIPS 2015 Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup ICML 2015 A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014 A Latent Source Model for Online Collaborative Filtering NeurIPS 2014 Analytic Long-Term Forecasting with Periodic Gaussian Processes AISTATS 2014 Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NeurIPS 2014 Asymptotically consistent estimation of the number of change points in highly dependent time series ICML 2014 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 A UCB-Like Strategy of Collaborative Filtering ACML 2014 A Wild Bootstrap for Degenerate Kernel Tests NeurIPS 2014 Axioms for Graph Clustering Quality Functions JMLR 2014 Bayesian Logistic Gaussian Process Models for Dynamic Networks AISTATS 2014 Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014 Bibliographic Analysis with the Citation Network Topic Model ACML 2014 Boosting multi-step autoregressive forecasts ICML 2014 Cluster Canonical Correlation Analysis AISTATS 2014 Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014 Collaborative Hashing CVPR 2014 Collaborative Ranking for Local Preferences AISTATS 2014