Papers
Composing graphical models with neural networks for structured representations and fast inference
Matthew J Johnson, David K. Duvenaud, Alex Wiltschko et al.
Computational and Statistical Tradeoffs in Learning to Rank
Ashish Khetan, Sewoong Oh
Computing and maximizing influence in linear threshold and triggering models
Justin T Khim, Varun Jog, Po-Ling Loh
Conditional Generative Moment-Matching Networks
Yong Ren, Jun Zhu, Jialian Li et al.
Conditional Image Generation with PixelCNN Decoders
Aaron van den Oord, Nal Kalchbrenner, Lasse Espeholt et al.
Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making
Himabindu Lakkaraju, Jure Leskovec
“Congruent” and “Opposite” Neurons: Sisters for Multisensory Integration and Segregation
Wen-Hao Zhang, He Wang, K. Y. Michael Wong et al.
Consistent Kernel Mean Estimation for Functions of Random Variables
Carl-Johann Simon-Gabriel, Adam Scibior, Ilya O Tolstikhin et al.
Constraints Based Convex Belief Propagation
Yaniv Tenzer, Alex Schwing, Kevin Gimpel et al.
Contextual semibandits via supervised learning oracles
Akshay Krishnamurthy, Alekh Agarwal, Miro Dudik
Convergence guarantees for kernel-based quadrature rules in misspecified settings
Motonobu Kanagawa, Bharath K. Sriperumbudur, Kenji Fukumizu
Convex Two-Layer Modeling with Latent Structure
Vignesh Ganapathiraman, Xinhua Zhang, Yaoliang Yu et al.
Convolutional Neural Fabrics
Shreyas Saxena, Jakob Verbeek
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
Cooperative Graphical Models
Josip Djolonga, Stefanie Jegelka, Sebastian Tschiatschek et al.
Cooperative Inverse Reinforcement Learning
Dylan Hadfield-Menell, Stuart Russell, Pieter Abbeel et al.
Coordinate-wise Power Method
Qi Lei, Kai Zhong, Inderjit S Dhillon
Coresets for Scalable Bayesian Logistic Regression
Jonathan Huggins, Trevor Campbell, Tamara Broderick
Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated
Namrata Vaswani, Han Guo
Coupled Generative Adversarial Networks
Ming-Yu Liu, Oncel Tuzel
CRF-CNN: Modeling Structured Information in Human Pose Estimation
Xiao Chu, Wanli Ouyang, hongsheng Li et al.
Crowdsourced Clustering: Querying Edges vs Triangles
Ramya Korlakai Vinayak, Babak Hassibi
Cyclades: Conflict-free Asynchronous Machine Learning
Xinghao Pan, Maximilian Lam, Stephen Tu et al.
Data driven estimation of Laplace-Beltrami operator
Frederic Chazal, Ilaria Giulini, Bertrand Michel