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Papers

224,410 papers found · incl. 25,406 awaiting a processed abstract Focus on papers with abstracts
Unsupervised Text Generation by Learning from Search
Jingjing Li, Zichao Li, Lili Mou et al.
2020 NeurIPS
A mathematical model for automatic differentiation in machine learning
Jérôme Bolte, Edouard Pauwels
2020 NeurIPS
Efficient Projection-free Algorithms for Saddle Point Problems
Cheng Chen, Luo Luo, Weinan Zhang et al.
2020 NeurIPS
An Optimal Elimination Algorithm for Learning a Best Arm
Avinatan Hassidim, Ron Kupfer, Yaron Singer
2020 NeurIPS
Generalized Leverage Score Sampling for Neural Networks
Jason Lee, Ruoqi Shen, Zhao Song et al.
2020 NeurIPS
Non-Stochastic Control with Bandit Feedback
Paula Gradu, John Hallman, Elad Hazan
2020 NeurIPS
High-Dimensional Sparse Linear Bandits
Botao Hao, Tor Lattimore, Mengdi Wang
2020 NeurIPS
Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control
Yaofeng Desmond Zhong, Naomi Leonard
2020 NeurIPS
When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes
Zhaozhi Qian, Ahmed M. Alaa, Mihaela van der Schaar
2020 NeurIPS
Monotone operator equilibrium networks
Ezra Winston, J. Zico Kolter
2020 NeurIPS
Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning
Filippos Christianos, Lukas Schäfer, Stefano Albrecht
2020 NeurIPS
Sharp Representation Theorems for ReLU Networks with Precise Dependence on Depth
Guy Bresler, Dheeraj Nagaraj
2020 NeurIPS
FrugalML: How to use ML Prediction APIs more accurately and cheaply
Lingjiao Chen, Matei Zaharia, James Y Zou
2020 NeurIPS
HM-ANN: Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory
Jie Ren, Minjia Zhang, Dong Li
2020 NeurIPS
Gibbs Sampling with People
Peter Harrison, Raja Marjieh, Federico Adolfi et al.
2020 NeurIPS
Constraining Variational Inference with Geometric Jensen-Shannon Divergence
Jacob Deasy, Nikola Simidjievski, Pietro Lió
2020 NeurIPS
Non-Euclidean Universal Approximation
Anastasis Kratsios, Ievgen Bilokopytov
2020 NeurIPS
Depth Uncertainty in Neural Networks
Javier Antoran, James Allingham, José Miguel Hernández-Lobato
2020 NeurIPS
Make One-Shot Video Object Segmentation Efficient Again
Tim Meinhardt, Laura Leal-Taixé
2020 NeurIPS
Adaptive Shrinkage Estimation for Streaming Graphs
Nesreen Ahmed, Nick Duffield
2020 NeurIPS
SIRI: Spatial Relation Induced Network For Spatial Description Resolution
peiyao wang, Weixin Luo, Yanyu Xu et al.
2020 NeurIPS
Robust Multi-Agent Reinforcement Learning with Model Uncertainty
Kaiqing Zhang, TAO SUN, Yunzhe Tao et al.
2020 NeurIPS
Consistency Regularization for Certified Robustness of Smoothed Classifiers
Jongheon Jeong, Jinwoo Shin
2020 NeurIPS
Semi-Supervised Neural Architecture Search
Renqian Luo, Xu Tan, Rui Wang et al.
2020 NeurIPS
Trust the Model When It Is Confident: Masked Model-based Actor-Critic
Feiyang Pan, Jia He, Dandan Tu et al.
2020 NeurIPS