Clustering

Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes NeurIPS 2018 Neural Speech Turn Segmentation and Affinity Propagation for Speaker Diarization Interspeech 2018 NLP_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach SemEval 2018 One-shot Coresets: The Case of k-Clustering AISTATS 2018 On GANs and GMMs NeurIPS 2018 On Similarity Prediction and Pairwise Clustering ALT 2018 OpenEnsembles: A Python Resource for Ensemble Clustering JMLR 2018 Open problem: Improper learning of mixtures of Gaussians COLT 2018 Overlapping Clustering Models, and One (class) SVM to Bind Them All NeurIPS 2018 Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering ICML 2018 PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields ACL 2018 Picking Apart Story Salads EMNLP 2018 Provable Estimation of the Number of Blocks in Block Models AISTATS 2018 Provable Variable Selection for Streaming Features ICML 2018 Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018 Query K-means Clustering and the Double Dixie Cup Problem NeurIPS 2018 Quickshift++: Provably Good Initializations for Sample-Based Mean Shift ICML 2018 Random Warping Series: A Random Features Method for Time-Series Embedding AISTATS 2018 Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018 RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018 Readitopics: Make Your Topic Models Readable via Labeling and Browsing IJCAI 2018 Rectangular Bounding Process NeurIPS 2018 Recurrent Pixel Embedding for Instance Grouping CVPR 2018 Reducibility and Computational Lower Bounds for Problems with Planted Sparse Structure COLT 2018 Reducing Crowdsourcing to Graphon Estimation, Statistically AISTATS 2018