Papers
2,737 papers found
Mallows Models for Top-k Lists
Flavio Chierichetti, Anirban Dasgupta, Shahrzad Haddadan et al.
Differentiable MPC for End-to-end Planning and Control
Brandon Amos, Ivan Jimenez, Jacob Sacks et al.
Optimization for Approximate Submodularity
Yaron Singer, Avinatan Hassidim
Tree-to-tree Neural Networks for Program Translation
Xinyun Chen, Chang Liu, Dawn Song
Image-to-image translation for cross-domain disentanglement
Abel Gonzalez-Garcia, Joost van de Weijer, Yoshua Bengio
TopRank: A practical algorithm for online stochastic ranking
Tor Lattimore, Branislav Kveton, Shuai Li et al.
A Reduction for Efficient LDA Topic Reconstruction
Matteo Almanza, Flavio Chierichetti, Alessandro Panconesi et al.
Dirichlet belief networks for topic structure learning
He Zhao, Lan Du, Wray Buntine et al.
Learning to Propagate for Graph Meta-Learning
LU LIU, Tianyi Zhou, Guodong Long et al.
Random Tessellation Forests
Shufei Ge, Shijia Wang, Yee Whye Teh et al.
A Model to Search for Synthesizable Molecules
John Bradshaw, Brooks Paige, Matt J Kusner et al.
Data Cleansing for Models Trained with SGD
Satoshi Hara, Atsushi Nitanda, Takanori Maehara
Adversarial training for free!
Ali Shafahi, Mahyar Najibi, Mohammad Amin Ghiasi et al.
Logarithmic Regret for Online Control
Naman Agarwal, Elad Hazan, Karan Singh
Dancing to Music
Hsin-Ying Lee, Xiaodong Yang, Ming-Yu Liu et al.
Coresets for Archetypal Analysis
Sebastian Mair, Ulf Brefeld
Rethinking the CSC Model for Natural Images
Dror Simon, Michael Elad
Towards Practical Alternating Least-Squares for CCA
Zhiqiang Xu, Ping Li
Metric Learning for Adversarial Robustness
Chengzhi Mao, Ziyuan Zhong, Junfeng Yang et al.
On Testing for Biases in Peer Review
Ivan Stelmakh, Nihar Shah, Aarti Singh
Dimension-Free Bounds for Low-Precision Training
Zheng Li, Christopher M De Sa
G2SAT: Learning to Generate SAT Formulas
Jiaxuan You, Haoze Wu, Clark Barrett et al.
A Tensorized Transformer for Language Modeling
Xindian Ma, Peng Zhang, Shuai Zhang et al.
STREETS: A Novel Camera Network Dataset for Traffic Flow
Corey Snyder, Minh Do
Towards a Zero-One Law for Column Subset Selection
Zhao Song, David Woodruff, Peilin Zhong