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Poster
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Tue 7:00 |
The Buckley-Osthus model and the block preferential attachment model: statistical analysis and application Wenpin Tang, Xin Guo, Fengmin Tang |
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Poster
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Tue 7:00 |
Improving the Gating Mechanism of Recurrent Neural Networks Albert Gu, Caglar Gulcehre, Thomas Paine, Matthew Hoffman, Razvan Pascanu |
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Poster
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Tue 8:00 |
Scalable Identification of Partially Observed Systems with Certainty-Equivalent EM Kunal Menda, Jean de Becdelievre, Jayesh Gupta, Ilan Kroo, Mykel Kochenderfer, Zachary Manchester |
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Poster
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Tue 9:00 |
CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods Wei Zhang, Thomas Panum, Somesh Jha, PRASAD Chalasani, David Page |
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Poster
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Tue 10:00 |
Incremental Sampling Without Replacement for Sequence Models Kensen Shi, David Bieber, Charles Sutton |
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Poster
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Tue 10:00 |
On the Theoretical Properties of the Network Jackknife Qiaohui Lin, Robert Lunde, Purnamrita Sarkar |
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Poster
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Tue 10:00 |
Structured Prediction with Partial Labelling through the Infimum Loss Vivien Cabannnes, Alessandro Rudi, Francis Bach |
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Poster
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Tue 11:00 |
Consistent Structured Prediction with Max-Min Margin Markov Networks Alex Nowak, Francis Bach, Alessandro Rudi |
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Poster
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Tue 12:00 |
Learning the piece-wise constant graph structure of a varying Ising model Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos, Nicolas Vayatis |
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Poster
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Tue 12:00 |
Learning to Simulate Complex Physics with Graph Networks Alvaro Sanchez-Gonzalez, Jonathan Godwin, Tobias Pfaff, Zhitao Ying, Jure Leskovec, Peter Battaglia |
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Poster
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Tue 13:00 |
Temporal Logic Point Processes Shuang Li, Lu Wang, Ruizhi Zhang, xiaofu Chang, Xuqin Liu, Yao Xie, Yuan Qi, Le Song |
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Poster
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Tue 14:00 |
Fast Differentiable Sorting and Ranking Mathieu Blondel, Olivier Teboul, Quentin Berthet, Josip Djolonga |
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Poster
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Tue 14:00 |
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp, Edward Grefenstette, Tim Rocktäschel |
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Poster
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Wed 5:00 |
Learning Quadratic Games on Networks Yan Leng, Xiaowen Dong, Junfeng Wu, Alex `Sandy' Pentland |
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Poster
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Wed 8:00 |
Inductive Relation Prediction by Subgraph Reasoning Komal Teru, Etienne Denis, Will Hamilton |
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Poster
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Wed 8:00 |
Imputer: Sequence Modelling via Imputation and Dynamic Programming William Chan, Chitwan Saharia, Geoffrey Hinton, Mohammad Norouzi, Navdeep Jaitly |
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Poster
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Wed 8:00 |
Predicting deliberative outcomes Vikas K Garg, Tommi Jaakkola |
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Poster
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Wed 8:00 |
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network Javier Turek, Shailee Jain, Vy Vo, Mihai Capotă, Alexander Huth, Theodore Willke |
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Poster
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Wed 9:00 |
Set Functions for Time Series Max Horn, Michael Moor, Christian Bock, Bastian Rieck, Karsten Borgwardt |
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Poster
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Wed 9:00 |
Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations Robert Mattila, Cristian R. Rojas, Eric Moulines, Vikram Krishnamurthy, Bo Wahlberg |
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Poster
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Wed 11:00 |
Encoding Musical Style with Transformer Autoencoders Kristy Choi, Curtis "Fjord" Hawthorne, Ian Simon, Monica Dinculescu, JesseEngel Engel |
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Poster
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Wed 12:00 |
Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time Zahra Monfared, Daniel Durstewitz |
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Poster
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Wed 13:00 |
Self-Attentive Hawkes Process Qiang Zhang, Aldo Lipani, Omer Kirnap, Emine Yilmaz |
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Poster
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Wed 14:00 |
VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing Zoltán Á. Milacski, Barnabás Póczos, Andras Lorincz |
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Poster
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Wed 15:00 |
LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction Vlad Niculae, Andre Filipe Torres Martins |
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Poster
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Wed 16:00 |
Unsupervised Transfer Learning for Spatiotemporal Predictive Networks Zhiyu Yao, Yunbo Wang, Mingsheng Long, Jianmin Wang |
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Poster
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Thu 6:00 |
Sequence Generation with Mixed Representations Lijun Wu, Shufang Xie, Yingce Xia, Yang Fan, Jian-Huang Lai, Tao Qin, Tie-Yan Liu |
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Poster
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Thu 6:00 |
GraphOpt: Learning Optimization Models of Graph Formation Rakshit Trivedi, Jiachen Yang, Hongyuan Zha |
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Poster
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Thu 6:00 |
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification Hongyuan Mei, Guanghui Qin, Minjie Xu, Jason Eisner |
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Poster
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Thu 6:00 |
Robustifying Sequential Neural Processes Jaesik Yoon, Gautam Singh, Sungjin Ahn |
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Poster
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Thu 6:00 |
Improving Transformer Optimization Through Better Initialization Xiao Shi Huang, Felipe Perez, Jimmy Ba, Maksims Volkovs |
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Poster
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Thu 6:00 |
Do RNN and LSTM have Long Memory? Jingyu Zhao, Feiqing Huang, Jia Lv, Yanjie Duan, Zhen Qin, Guodong Li, Guangjian Tian |
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Poster
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Thu 7:00 |
Time-aware Large Kernel Convolutions Vasileios Lioutas, Yuhong Guo |
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Poster
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Thu 8:00 |
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems Zhe Dong, Bryan Seybold, Kevin Murphy, Hung Bui |
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Poster
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Thu 8:00 |
Learning Mixtures of Graphs from Epidemic Cascades Jessica Hoffmann, Soumya Basu, Surbhi Goel, Constantine Caramanis |
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Poster
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Thu 12:00 |
A Flexible Latent Space Model for Multilayer Networks Xuefei Zhang, Songkai Xue, Ji Zhu |
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Poster
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Thu 12:00 |
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules Sarthak Mittal, Alex Lamb, Anirudh Goyal, Vikram Voleti, Murray Shanahan, Guillaume Lajoie, Michael Mozer, Yoshua Bengio |
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Poster
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Thu 12:00 |
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More Aleksandar Bojchevski, Johannes Klicpera, Stephan Günnemann |
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Poster
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Thu 13:00 |
Towards non-parametric drift detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD) Fabian Hinder, André Artelt, CITEC Barbara Hammer |
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Poster
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Thu 13:00 |
Spectral Clustering with Graph Neural Networks for Graph Pooling Filippo Maria Bianchi, Daniele Grattarola, Cesare Alippi |
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Poster
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Thu 13:00 |
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi, Edouard Delasalles, Mickael Chen, Sylvain Lamprier, Patrick Gallinari |
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Poster
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Thu 14:00 |
Forecasting Sequential Data Using Consistent Koopman Autoencoders Omri Azencot, N. Benjamin Erichson, Vanessa Lin, Michael Mahoney |
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Poster
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Thu 17:00 |
Self-Attentive Associative Memory Hung Le, Truyen Tran, Svetha Venkatesh |