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Data Science & Analytics

4,466 papers (1 classified directly here)

Subtopics

Applications (2,978) Methods (1,725)

Papers per year

2
45
67
440
588
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Papers (including subtopics)

Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NIPS 2016
An ensemble diversity approach to supervised binary hashing NIPS 2016
Communication-Optimal Distributed Clustering NIPS 2016
Clustering Signed Networks with the Geometric Mean of Laplacians NIPS 2016
Matrix Completion has No Spurious Local Minimum NIPS 2016
Poisson-Gamma dynamical systems NIPS 2016
Data Poisoning Attacks on Factorization-Based Collaborative Filtering NIPS 2016
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction NIPS 2016
Community Detection on Evolving Graphs NIPS 2016
Preference Completion from Partial Rankings NIPS 2016
On Mixtures of Markov Chains NIPS 2016
Estimating the Size of a Large Network and its Communities from a Random Sample NIPS 2016
Deconvolving Feedback Loops in Recommender Systems NIPS 2016
Learning User Perceived Clusters with Feature-Level Supervision NIPS 2016
Graphons, mergeons, and so on! NIPS 2016
Improved Error Bounds for Tree Representations of Metric Spaces NIPS 2016
Clustering with Bregman Divergences: an Asymptotic Analysis NIPS 2016
Graphical Time Warping for Joint Alignment of Multiple Curves NIPS 2016
General Tensor Spectral Co-clustering for Higher-Order Data NIPS 2016
Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees ACML 2016
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews ACML 2016
Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016
New Resistance Distances with Global Information on Large Graphs AISTATS 2016
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
Product Classification in E-Commerce using Distributional Semantics COLING 2016