Papers
Feature-distributed sparse regression: a screen-and-clean approach
Jiyan Yang, Michael W. Mahoney, Michael Saunders et al.
CNNpack: Packing Convolutional Neural Networks in the Frequency Domain
Yunhe Wang, Chang Xu, Shan You et al.
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild
Gregory Rogez, Cordelia Schmid
Optimal spectral transportation with application to music transcription
Rémi Flamary, Cédric Févotte, Nicolas Courty et al.
Beyond Exchangeability: The Chinese Voting Process
Moontae Lee, Seok Hyun Jin, David Mimno
Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing
Farshad Lahouti, Babak Hassibi
An Efficient Streaming Algorithm for the Submodular Cover Problem
Ashkan Norouzi-Fard, Abbas Bazzi, Ilija Bogunovic et al.
Learning Deep Embeddings with Histogram Loss
Evgeniya Ustinova, Victor Lempitsky
Coin Betting and Parameter-Free Online Learning
Francesco Orabona, David Pal
Bayesian Optimization for Probabilistic Programs
Tom Rainforth, Tuan Anh Le, Jan-Willem van de Meent et al.
Combinatorial Energy Learning for Image Segmentation
Jeremy B Maitin-Shepard, Viren Jain, Michal Januszewski et al.
Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian
Victor Picheny, Robert B. Gramacy, Stefan Wild et al.
Interaction Networks for Learning about Objects, Relations and Physics
Peter Battaglia, Razvan Pascanu, Matthew Lai et al.
An Online Sequence-to-Sequence Model Using Partial Conditioning
Navdeep Jaitly, Quoc V Le, Oriol Vinyals et al.
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Reward Augmented Maximum Likelihood for Neural Structured Prediction
Mohammad Norouzi, Samy Bengio, zhifeng Chen et al.
Structure-Blind Signal Recovery
Dmitry Ostrovsky, Zaid Harchaoui, Anatoli Juditsky et al.
Refined Lower Bounds for Adversarial Bandits
Sébastien Gerchinovitz, Tor Lattimore
Adaptive Concentration Inequalities for Sequential Decision Problems
Shengjia Zhao, Enze Zhou, Ashish Sabharwal et al.
Regret Bounds for Non-decomposable Metrics with Missing Labels
Nagarajan Natarajan, Prateek Jain
Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution
Christopher Lynn, Daniel D Lee
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators
Shashank Singh, Barnabas Poczos
Learnable Visual Markers
Oleg Grinchuk, Vadim Lebedev, Victor Lempitsky