Papers
Algorithms for CVaR Optimization in MDPs
Yinlam Chow, Mohammad Ghavamzadeh
(Almost) No Label No Cry
Giorgio Patrini, Richard Nock, Paul Rivera et al.
Altitude Training: Strong Bounds for Single-Layer Dropout
Stefan Wager, William Fithian, Sida Wang et al.
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations
Ryan Kiros, Richard Zemel, Ruslan Salakhutdinov
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input
Mateusz Malinowski, Mario Fritz
An Accelerated Proximal Coordinate Gradient Method
Qihang Lin, Zhaosong Lu, Lin Xiao
Analog Memories in a Balanced Rate-Based Network of E-I Neurons
Dylan Festa, Guillaume Hennequin, Mate Lengyel
Analysis of Brain States from Multi-Region LFP Time-Series
Kyle R Ulrich, David E Carlson, Wenzhao Lian et al.
Analysis of Learning from Positive and Unlabeled Data
Marthinus C du Plessis, Gang Niu, Masashi Sugiyama
Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP
Shinichi Nakajima, Issei Sato, Masashi Sugiyama et al.
An Autoencoder Approach to Learning Bilingual Word Representations
Sarath Chandar A P, Stanislas Lauly, Hugo Larochelle et al.
An Integer Polynomial Programming Based Framework for Lifted MAP Inference
Somdeb Sarkhel, Deepak Venugopal, Parag Singla et al.
Approximating Hierarchical MV-sets for Hierarchical Clustering
Assaf Glazer, Omer Weissbrod, Michael Lindenbaum et al.
A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process
Bahadir Ozdemir, Larry S. Davis
A provable SVD-based algorithm for learning topics in dominant admixture corpus
Trapit Bansal, Chiranjib Bhattacharyya, Ravindran Kannan
A Representation Theory for Ranking Functions
Harsh H Pareek, Pradeep K Ravikumar
Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations
Xianjie Chen, Alan L. Yuille
A Safe Screening Rule for Sparse Logistic Regression
Jie Wang, Jiayu Zhou, Jun Liu et al.
A* Sampling
Chris J Maddison, Daniel Tarlow, Tom Minka
A State-Space Model for Decoding Auditory Attentional Modulation from MEG in a Competing-Speaker Environment
Sahar Akram, Jonathan Z Simon, Shihab A Shamma et al.
A Statistical Decision-Theoretic Framework for Social Choice
Hossein Azari Soufiani, David C. Parkes, Lirong Xia
A statistical model for tensor PCA
Emile Richard, Andrea Montanari
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS)
Anshumali Shrivastava, Ping Li
A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System
Yuanyuan Mi, Luozheng Li, Dahui Wang et al.