Papers
Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference
Tudor Achim, Ashish Sabharwal, Stefano Ermon
Bidirectional Helmholtz Machines
Jorg Bornschein, Samira Shabanian, Asja Fischer et al.
Binary embeddings with structured hashed projections
Anna Choromanska, Krzysztof Choromanski, Mariusz Bojarski et al.
BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits
Alexander Rakhlin, Karthik Sridharan
Black-Box Alpha Divergence Minimization
Jose Hernandez-Lobato, Yingzhen Li, Mark Rowland et al.
Black-box Optimization with a Politician
Sebastien Bubeck, Yin Tat Lee
Boolean Matrix Factorization and Noisy Completion via Message Passing
Siamak Ravanbakhsh, Barnabas Poczos, Russell Greiner
Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design
William Hoiles, Mihaela Schaar
Clustering High Dimensional Categorical Data via Topographical Features
Chao Chen, Novi Quadrianto
Collapsed Variational Inference for Sum-Product Networks
Han Zhao, Tameem Adel, Geoff Gordon et al.
Community Recovery in Graphs with Locality
Yuxin Chen, Govinda Kamath, Changho Suh et al.
Complex Embeddings for Simple Link Prediction
Théo Trouillon, Johannes Welbl, Sebastian Riedel et al.
Compressive Spectral Clustering
Nicolas Tremblay, Gilles Puy, Remi Gribonval et al.
Computationally Efficient Nyström Approximation using Fast Transforms
Si Si, Cho-Jui Hsieh, Inderjit Dhillon
Conditional Bernoulli Mixtures for Multi-label Classification
Cheng Li, Bingyu Wang, Virgil Pavlu et al.
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications
Weihao Gao, Sreeram Kannan, Sewoong Oh et al.
Conservative Bandits
Yifan Wu, Roshan Shariff, Tor Lattimore et al.
Contextual Combinatorial Cascading Bandits
Shuai Li, Baoxiang Wang, Shengyu Zhang et al.
Continuous Deep Q-Learning with Model-based Acceleration
Shixiang Gu, Timothy Lillicrap, Ilya Sutskever et al.
Controlling the distance to a Kemeny consensus without computing it
Yunlong Jiao, Anna Korba, Eric Sibony
Control of Memory, Active Perception, and Action in Minecraft
Junhyuk Oh, Valliappa Chockalingam, Satinder et al.
Convolutional Rectifier Networks as Generalized Tensor Decompositions
Nadav Cohen, Amnon Shashua
Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm
Junpei Komiyama, Junya Honda, Hiroshi Nakagawa
Correcting Forecasts with Multifactor Neural Attention
Matthew Riemer, Aditya Vempaty, Flavio Calmon et al.