Papers
5,893 papers found
Structured Embedding Models for Grouped Data
Maja Rudolph, Francisco Ruiz, Susan Athey et al.
The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings
Krzysztof M Choromanski, Mark Rowland, Adrian Weller
Structured Generative Adversarial Networks
Zhijie Deng, Hao Zhang, Xiaodan Liang et al.
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval
Gauri Jagatap, Chinmay Hegde
Inferring Generative Model Structure with Static Analysis
Paroma Varma, Bryan D He, Payal Bajaj et al.
Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples
Moustapha M Cisse, Yossi Adi, Natalia Neverova et al.
Structured Bayesian Pruning via Log-Normal Multiplicative Noise
Kirill Neklyudov, Dmitry Molchanov, Arsenii Ashukha et al.
Tractability in Structured Probability Spaces
Arthur Choi, Yujia Shen, Adnan Darwiche
Minimal Exploration in Structured Stochastic Bandits
Richard Combes, Stefan Magureanu, Alexandre Proutiere
A Learning Error Analysis for Structured Prediction with Approximate Inference
Yuanbin Wu, Man Lan, Shiliang Sun et al.
Alternating Estimation for Structured High-Dimensional Multi-Response Models
Sheng Chen, Arindam Banerjee
Interactive Structure Learning with Structural Query-by-Committee
Christopher Tosh, Sanjoy Dasgupta
Bayesian Structure Learning by Recursive Bootstrap
Raanan Y. Rohekar, Yaniv Gurwicz, Shami Nisimov et al.
Structure-Aware Convolutional Neural Networks
Jianlong Chang, Jie Gu, Lingfeng Wang et al.
Exponentiated Strongly Rayleigh Distributions
Zelda E. Mariet, Suvrit Sra, Stefanie Jegelka
Structured Local Minima in Sparse Blind Deconvolution
Yuqian Zhang, Han-wen Kuo, John Wright
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction
Roei Herzig, Moshiko Raboh, Gal Chechik et al.
Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes
Junqi Tang, Mohammad Golbabaee, Francis Bach et al.
Robust Learning of Fixed-Structure Bayesian Networks
Yu Cheng, Ilias Diakonikolas, Daniel Kane et al.
Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions
Minhyuk Sung, Hao Su, Ronald Yu et al.
Learning Conditioned Graph Structures for Interpretable Visual Question Answering
Will Norcliffe-Brown, Stathis Vafeias, Sarah Parisot
Meta-Reinforcement Learning of Structured Exploration Strategies
Abhishek Gupta, Russell Mendonca, YuXuan Liu et al.
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data
Yuanzhi Li, Yingyu Liang
Bilevel learning of the Group Lasso structure
Jordan Frecon, Saverio Salzo, Massimiliano Pontil
SING: Symbol-to-Instrument Neural Generator
Alexandre Defossez, Neil Zeghidour, Nicolas Usunier et al.