Papers
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph
Yikang LI, Tao Ma, Yeqi Bai et al.
Efficiently avoiding saddle points with zero order methods: No gradients required
Emmanouil-Vasileios Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli et al.
Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees
Alix LHERITIER, Frederic Cazals
CPM-Nets: Cross Partial Multi-View Networks
Changqing Zhang, Zongbo Han, yajie cui et al.
A Simple Baseline for Bayesian Uncertainty in Deep Learning
Wesley J Maddox, Pavel Izmailov, Timur Garipov et al.
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes
James Requeima, Jonathan Gordon, John Bronskill et al.
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask
Hattie Zhou, Janice Lan, Rosanne Liu et al.
Sequential Neural Processes
Gautam Singh, Jaesik Yoon, Youngsung Son et al.
Discovery of Useful Questions as Auxiliary Tasks
Vivek Veeriah, Matteo Hessel, Zhongwen Xu et al.
Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs
Max Simchowitz, Kevin G. Jamieson
In-Place Zero-Space Memory Protection for CNN
Hui Guan, Lin Ning, Zhen Lin et al.
On Robustness to Adversarial Examples and Polynomial Optimization
Pranjal Awasthi, Abhratanu Dutta, Aravindan Vijayaraghavan
Learning Fairness in Multi-Agent Systems
Jiechuan Jiang, Zongqing Lu
Hyperbolic Graph Neural Networks
Qi Liu, Maximilian Nickel, Douwe Kiela
The Label Complexity of Active Learning from Observational Data
Songbai Yan, Kamalika Chaudhuri, Tara Javidi
Möbius Transformation for Fast Inner Product Search on Graph
Zhixin Zhou, Shulong Tan, Zhaozhuo Xu et al.
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery
Jicong Fan, Lijun Ding, Yudong Chen et al.
Minimizers of the Empirical Risk and Risk Monotonicity
Marco Loog, Tom Viering, Alexander Mey
On the Convergence Rate of Training Recurrent Neural Networks
Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song
Training Image Estimators without Image Ground Truth
Zhihao Xia, Ayan Chakrabarti
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders
Emile Mathieu, Charline Le Lan, Chris J. Maddison et al.
Adaptive Auxiliary Task Weighting for Reinforcement Learning
Xingyu Lin, Harjatin Baweja, George Kantor et al.
Semi-supervisedly Co-embedding Attributed Networks
Zaiqiao Meng, Shangsong Liang, Jinyuan Fang et al.