Papers
705 papers found
Positive Curvature and Hamiltonian Monte Carlo
Christof Seiler, Simon Rubinstein-Salzedo, Susan Holmes
Efficient and Robust Automated Machine Learning
Matthias Feurer, Aaron Klein, Katharina Eggensperger et al.
Fast and Memory Optimal Low-Rank Matrix Approximation
Se-Young Yun, marc lelarge, Alexandre Proutiere
Reflection, Refraction, and Hamiltonian Monte Carlo
Hadi Mohasel Afshar, Justin Domke
Segregated Graphs and Marginals of Chain Graph Models
Ilya Shpitser
Teaching Machines to Read and Comprehend
Karl Moritz Hermann, Tomas Kocisky, Edward Grefenstette et al.
Towards Unifying Hamiltonian Monte Carlo and Slice Sampling
Yizhe Zhang, Xiangyu Wang, Changyou Chen et al.
Graphons, mergeons, and so on!
Justin Eldridge, Mikhail Belkin, Yusu Wang
Learning What and Where to Draw
Scott E Reed, Zeynep Akata, Santosh Mohan et al.
Learning to Model the Tail
Yu-Xiong Wang, Deva Ramanan, Martial Hebert
Predicting Scene Parsing and Motion Dynamics in the Future
Xiaojie Jin, Huaxin Xiao, Xiaohui Shen et al.
Maxing and Ranking with Few Assumptions
Moein Falahatgar, Yi Hao, Alon Orlitsky et al.
Shape and Material from Sound
Zhoutong Zhang, Qiujia Li, Zhengjia Huang et al.
On GANs and GMMs
Eitan Richardson, Yair Weiss
Enhancing the Accuracy and Fairness of Human Decision Making
Isabel Valera, Adish Singla, Manuel Gomez Rodriguez
Contamination Attacks and Mitigation in Multi-Party Machine Learning
Jamie Hayes, Olga Ohrimenko
Precision and Recall for Time Series
Nesime Tatbul, Tae Jun Lee, Stan Zdonik et al.
Visualizing and Measuring the Geometry of BERT
Emily Reif, Ann Yuan, Martin Wattenberg et al.
TAB-VCR: Tags and Attributes based VCR Baselines
Jingxiang Lin, Unnat Jain, Alexander Schwing
Understanding and Improving Layer Normalization
Jingjing Xu, Xu Sun, Zhiyuan Zhang et al.
Beating SGD Saturation with Tail-Averaging and Minibatching
Nicole Muecke, Gergely Neu, Lorenzo Rosasco
Explanations can be manipulated and geometry is to blame
Ann-Kathrin Dombrowski, Maximillian Alber, Christopher Anders et al.
Manipulating a Learning Defender and Ways to Counteract
Jiarui Gan, Qingyu Guo, Long Tran-Thanh et al.
Ode to an ODE
Krzysztof M Choromanski, Jared Quincy Davis, Valerii Likhosherstov et al.
Rethinking Pre-training and Self-training
Barret Zoph, Golnaz Ghiasi, Tsung-Yi Lin et al.