Papers
Unsupervised Transcription of Piano Music
Taylor Berg-Kirkpatrick, Jacob Andreas, Dan Klein
On Iterative Hard Thresholding Methods for High-dimensional M-Estimation
Prateek Jain, Ambuj Tewari, Purushottam Kar
Learning Mixtures of Ranking Models
Pranjal Awasthi, Avrim Blum, Or Sheffet et al.
Attentional Neural Network: Feature Selection Using Cognitive Feedback
Qian Wang, Jiaxing Zhang, Sen Song et al.
Partition-wise Linear Models
Hidekazu Oiwa, Ryohei Fujimaki
Discrete Graph Hashing
Wei Liu, Cun Mu, Sanjiv Kumar et al.
Decomposing Parameter Estimation Problems
Khaled S Refaat, Arthur Choi, Adnan Darwiche
Discovering, Learning and Exploiting Relevance
Cem Tekin, Mihaela van der Schaar
On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification
Yingzhen Yang, Feng Liang, Shuicheng Yan et al.
A Dual Algorithm for Olfactory Computation in the Locust Brain
Sina Tootoonian, Mate Lengyel
On the Information Theoretic Limits of Learning Ising Models
Rashish Tandon, Karthikeyan Shanmugam, Pradeep K Ravikumar et al.
Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings
Ian En-Hsu Yen, Cho-Jui Hsieh, Pradeep K Ravikumar et al.
Diverse Randomized Agents Vote to Win
Albert Jiang, Leandro Soriano Marcolino, Ariel D Procaccia et al.
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices
Austin R Benson, Jason Lee, Bartek Rajwa et al.
Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets
Jie Wang, Jieping Ye
Minimax-optimal Inference from Partial Rankings
Bruce Hajek, Sewoong Oh, Jiaming Xu
General Table Completion using a Bayesian Nonparametric Model
Isabel Valera, Zoubin Ghahramani
Approximating Hierarchical MV-sets for Hierarchical Clustering
Assaf Glazer, Omer Weissbrod, Michael Lindenbaum et al.
Predicting Useful Neighborhoods for Lazy Local Learning
Aron Yu, Kristen Grauman
Reputation-based Worker Filtering in Crowdsourcing
Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman
Spectral Clustering of graphs with the Bethe Hessian
Alaa Saade, Florent Krzakala, Lenka Zdeborová
Learning Time-Varying Coverage Functions
Nan Du, Yingyu Liang, Maria-Florina F Balcan et al.
Online Decision-Making in General Combinatorial Spaces
Arun Rajkumar, Shivani Agarwal