Papers
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian SHI, Zhourong Chen, Hao Wang et al.
Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data
Danilo Bzdok, Michael Eickenberg, Olivier Grisel et al.
Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations
Kirthevasan Kandasamy, Akshay Krishnamurthy, Barnabas Poczos et al.
Matrix Completion with Noisy Side Information
Kai-Yang Chiang, Cho-Jui Hsieh, Inderjit S Dhillon
Differentially private subspace clustering
Yining Wang, Yu-Xiang Wang, Aarti Singh
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models
Akihiro Kishimoto, Radu Marinescu, Adi Botea
Less is More: Nyström Computational Regularization
Alessandro Rudi, Raffaello Camoriano, Lorenzo Rosasco
Top-k Multiclass SVM
Maksim Lapin, Matthias Hein, Bernt Schiele
Robust Portfolio Optimization
Huitong Qiu, Fang Han, Han Liu et al.
SubmodBoxes: Near-Optimal Search for a Set of Diverse Object Proposals
Qing Sun, Dhruv Batra
Stochastic Online Greedy Learning with Semi-bandit Feedbacks
Tian Lin, Jian Li, Wei Chen
A fast, universal algorithm to learn parametric nonlinear embeddings
Miguel A. Carreira-Perpinan, Max Vladymyrov
Policy Gradient for Coherent Risk Measures
Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh et al.
Associative Memory via a Sparse Recovery Model
Arya Mazumdar, Ankit Singh Rawat
Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling
Zheng Qu, Peter Richtarik, Tong Zhang
XRCE: Hybrid Classification for Aspect-based Sentiment Analysis
Caroline Brun, Diana Nicoleta Popa, Claude Roux
V3: Unsupervised Generation of Domain Aspect Terms for Aspect Based Sentiment Analysis
Aitor García-Pablos, Montse Cuadros, German Rigau
UWB: Machine Learning Approach to Aspect-Based Sentiment Analysis
Tomáš Brychcín, Michal Konkol, Josef Steinberger
UW-MRS: Leveraging a Deep Grammar for Robotic Spatial Commands
Woodley Packard
UTU: Disease Mention Recognition and Normalization with CRFs and Vector Space Representations
Suwisa Kaewphan, Kai Hakala, Filip Ginter
UTH_CCB: A report for SemEval 2014 – Task 7 Analysis of Clinical Text
Yaoyun Zhang, Jingqi Wang, Buzhou Tang et al.
UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic
Islam Beltagy, Stephen Roller, Gemma Boleda et al.