Papers
Efficient Optimization for Average Precision SVM
Pritish Mohapatra, C.V. Jawahar, M. Pawan Kumar
Distributed Parameter Estimation in Probabilistic Graphical Models
Yariv D Mizrahi, Misha Denil, Nando de Freitas
Discovering Structure in High-Dimensional Data Through Correlation Explanation
Greg Ver Steeg, Aram Galstyan
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations
Ryan Kiros, Richard Zemel, Ruslan Salakhutdinov
Estimation with Norm Regularization
Arindam Banerjee, Sheng Chen, Farideh Fazayeli et al.
Active Learning and Best-Response Dynamics
Maria-Florina F Balcan, Christopher Berlind, Avrim Blum et al.
A Latent Source Model for Online Collaborative Filtering
Guy Bresler, George H Chen, Devavrat Shah
On Integrated Clustering and Outlier Detection
Lionel Ott, Linsey Pang, Fabio T Ramos et al.
PAC-Bayesian AUC classification and scoring
James Ridgway, Pierre Alquier, Nicolas Chopin et al.
Zero-shot recognition with unreliable attributes
Dinesh Jayaraman, Kristen Grauman
Divide-and-Conquer Learning by Anchoring a Conical Hull
Tianyi Zhou, Jeff A. Bilmes, Carlos Guestrin
Efficient Minimax Signal Detection on Graphs
Jing Qian, Venkatesh Saligrama
Improved Distributed Principal Component Analysis
Yingyu Liang, Maria-Florina F Balcan, Vandana Kanchanapally et al.
Mode Estimation for High Dimensional Discrete Tree Graphical Models
Chao Chen, Han Liu, Dimitris Metaxas et al.
Sparse PCA with Oracle Property
Quanquan Gu, Zhaoran Wang, Han Liu
Reducing the Rank in Relational Factorization Models by Including Observable Patterns
Maximilian Nickel, Xueyan Jiang, Volker Tresp
Greedy Subspace Clustering
Dohyung Park, Constantine Caramanis, Sujay Sanghavi
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