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Results
Found 7280 publication records. Showing 7280 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Yi-An Lai, Chin-Chi Hsu, Wen-Hao Chen, Mi-Yen Yeh, Shou-De Lin |
PRUNE: Preserving Proximity and Global Ranking for Network Embedding.  |
NIPS  |
2017 |
DBLP BibTeX RDF |
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| 1 | Jeffrey Pennington, Samuel S. Schoenholz, Surya Ganguli |
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Di Wang 0015, Minwei Ye, Jinhui Xu 0001 |
Differentially Private Empirical Risk Minimization Revisited: Faster and More General. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Shiyu Chang, Yang Zhang 0001, Wei Han 0002, Mo Yu, Xiaoxiao Guo, Wei Tan 0001, Xiaodong Cui, Michael Witbrock, Mark A. Hasegawa-Johnson, Thomas S. Huang |
Dilated Recurrent Neural Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Ryan Lowe, Yi Wu 0013, Aviv Tamar, Jean Harb, Pieter Abbeel, Igor Mordatch |
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Ethan R. Elenberg, Alexandros G. Dimakis, Moran Feldman, Amin Karbasi |
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Zelun Luo, Yuliang Zou, Judy Hoffman, Li Fei-Fei 0001 |
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Ping Li 0001, Martin Slawski |
Simple strategies for recovering inner products from coarsely quantized random projections. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Tim Rocktäschel, Sebastian Riedel 0001 |
End-to-end Differentiable Proving. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | ChengYue Gong, Win-Bin Huang |
Deep Dynamic Poisson Factorization Model. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Wei-Sheng Lai, Jia-Bin Huang 0001, Ming-Hsuan Yang 0001 |
Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Tomer Koren, Roi Livni |
Affine-Invariant Online Optimization and the Low-rank Experts Problem. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Anna Volokitin, Gemma Roig, Tomaso A. Poggio |
Do Deep Neural Networks Suffer from Crowding? |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang 0001, Xuanjing Huang 0001 |
A Learning Error Analysis for Structured Prediction with Approximate Inference. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Quentin Berthet, Vianney Perchet |
Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Alireza Makhzani, Brendan J. Frey |
PixelGAN Autoencoders. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Adam R. Kosiorek, Alex Bewley, Ingmar Posner |
Hierarchical Attentive Recurrent Tracking. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Songbai Yan, Chicheng Zhang |
Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Siddharth Narayanaswamy, Brooks Paige, Jan-Willem van de Meent, Alban Desmaison, Noah D. Goodman, Pushmeet Kohli, Frank D. Wood, Philip H. S. Torr |
Learning Disentangled Representations with Semi-Supervised Deep Generative Models. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Christopher A. Metzler, Ali Mousavi 0003, Richard G. Baraniuk |
Learned D-AMP: Principled Neural Network based Compressive Image Recovery. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Wittawat Jitkrittum, Wenkai Xu, Zoltán Szabó 0001, Kenji Fukumizu, Arthur Gretton |
A Linear-Time Kernel Goodness-of-Fit Test. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Zhijie Deng, Hao Zhang 0025, Xiaodan Liang, Luona Yang, Shizhen Xu, Jun Zhu 0001, Eric P. Xing |
Structured Generative Adversarial Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Le Song, Santosh S. Vempala, John Wilmes, Bo Xie 0002 |
On the Complexity of Learning Neural Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Paul F. Christiano, Jan Leike, Tom B. Brown, Miljan Martic, Shane Legg, Dario Amodei |
Deep Reinforcement Learning from Human Preferences. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Mingsheng Long, Zhangjie Cao, Jianmin Wang 0001, Philip S. Yu |
Learning Multiple Tasks with Multilinear Relationship Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Zelda E. Mariet, Suvrit Sra |
Elementary Symmetric Polynomials for Optimal Experimental Design. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Simon S. Du, Yining Wang 0001, Aarti Singh |
On the Power of Truncated SVD for General High-rank Matrix Estimation Problems. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Yi Ouyang 0002, Mukul Gagrani, Ashutosh Nayyar, Rahul Jain 0002 |
Learning Unknown Markov Decision Processes: A Thompson Sampling Approach. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Michael Eickenberg, Georgios Exarchakis, Matthew J. Hirn, Stéphane Mallat |
Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Chao-Bing Song, Shaobo Cui 0003, Yong Jiang 0001, Shu-Tao Xia |
Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Kwang-Sung Jun, Aniruddha Bhargava, Robert D. Nowak, Rebecca Willett |
Scalable Generalized Linear Bandits: Online Computation and Hashing. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Edouard Grave, Moustapha Cissé, Armand Joulin |
Unbounded cache model for online language modeling with open vocabulary. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau |
Policy Gradient With Value Function Approximation For Collective Multiagent Planning. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Peck, Joris Roels, Bart Goossens, Yvan Saeys |
Lower bounds on the robustness to adversarial perturbations. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Günter Klambauer, Thomas Unterthiner, Andreas Mayr, Sepp Hochreiter |
Self-Normalizing Neural Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Artur Speiser, Jinyao Yan, Evan W. Archer, Lars Buesing, Srinivas C. Turaga, Jakob H. Macke |
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Yunus Saatci, Andrew Gordon Wilson |
Bayesian GAN. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | S. Hamed Hassani, Mahdi Soltanolkotabi, Amin Karbasi |
Gradient Methods for Submodular Maximization. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Daniele Calandriello, Alessandro Lazaric, Michal Valko |
Efficient Second-Order Online Kernel Learning with Adaptive Embedding. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Yuanzhi Li, Yang Yuan |
Convergence Analysis of Two-layer Neural Networks with ReLU Activation. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Eleni Triantafillou, Richard S. Zemel, Raquel Urtasun |
Few-Shot Learning Through an Information Retrieval Lens. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Asier Mujika, Florian Meier 0002, Angelika Steger |
Fast-Slow Recurrent Neural Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Jianbo Chen, Mitchell Stern, Martin J. Wainwright, Michael I. Jordan |
Kernel Feature Selection via Conditional Covariance Minimization. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Tao Sun 0005, Robert Hannah, Wotao Yin |
Asynchronous Coordinate Descent under More Realistic Assumptions. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Muhammad Yousefnezhad, Daoqiang Zhang |
Deep Hyperalignment. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Nir Levine, Tom Zahavy, Daniel J. Mankowitz, Aviv Tamar, Shie Mannor |
Shallow Updates for Deep Reinforcement Learning. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Han Zhao 0002, Geoffrey J. Gordon |
Linear Time Computation of Moments in Sum-Product Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Christian Borgs, Jennifer T. Chayes, Christina E. Lee, Devavrat Shah |
Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Xiangru Huang, Zhenxiao Liang, Chandrajit Bajaj, Qixing Huang |
Translation Synchronization via Truncated Least Squares. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Erinc Merdivan, Mohammad Reza Loghmani, Matthieu Geist |
Reconstruct & Crush Network. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Racanière, Theophane Weber, David P. Reichert, Lars Buesing, Arthur Guez, Danilo Jimenez Rezende, Adrià Puigdomènech Badia, Oriol Vinyals, Nicolas Heess, Yujia Li 0001, Razvan Pascanu, Peter W. Battaglia, Demis Hassabis, David Silver, Daan Wierstra |
Imagination-Augmented Agents for Deep Reinforcement Learning. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Stéphanie Allassonnière, Juliette Chevallier, Stephane Oudard |
Learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Katrina Ligett, Seth Neel, Aaron Roth 0001, Bo Waggoner, Zhiwei Steven Wu |
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Charles Ruizhongtai Qi, Li Yi, Hao Su 0001, Leonidas J. Guibas |
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart J. Russell, Anca D. Dragan |
Inverse Reward Design. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Francesco Locatello, Michael Tschannen, Gunnar Rätsch, Martin Jaggi |
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Dan Alistarh, Demjan Grubic, Jerry Li 0001, Ryota Tomioka, Milan Vojnovic |
QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Raef Bassily, Kobbi Nissim, Uri Stemmer, Abhradeep Guha Thakurta |
Practical Locally Private Heavy Hitters. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi |
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Thang D. Bui, Cuong V. Nguyen, Richard E. Turner |
Streaming Sparse Gaussian Process Approximations. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Zheng Wen, Branislav Kveton, Michal Valko, Sharan Vaswani |
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Murat A. Erdogdu, Yash Deshpande, Andrea Montanari |
Inference in Graphical Models via Semidefinite Programming Hierarchies. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Marco F. Cusumano-Towner, Vikash K. Mansinghka |
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Dario Zanca, Marco Gori |
Variational Laws of Visual Attention for Dynamic Scenes. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Adam Santoro, David Raposo, David G. T. Barrett, Mateusz Malinowski, Razvan Pascanu, Peter W. Battaglia, Tim Lillicrap |
A simple neural network module for relational reasoning. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Jose M. Alvarez, Mathieu Salzmann |
Compression-aware Training of Deep Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Christoph Dann, Tor Lattimore, Emma Brunskill |
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Adithya M. Devraj, Sean P. Meyn |
Zap Q-Learning. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Gerasimos Palaiopanos, Ioannis Panageas, Georgios Piliouras |
Multiplicative Weights Update with Constant Step-Size in Congestion Games: Convergence, Limit Cycles and Chaos. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Lixin Fan |
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Surbhi Goel, Adam R. Klivans |
Eigenvalue Decay Implies Polynomial-Time Learnability for Neural Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Yunchen Pu, Weiyao Wang 0002, Ricardo Henao, Liqun Chen 0001, Zhe Gan, Chunyuan Li, Lawrence Carin |
Adversarial Symmetric Variational Autoencoder. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Zhanhong Jiang, Aditya Balu, Chinmay Hegde, Soumik Sarkar |
Collaborative Deep Learning in Fixed Topology Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Graham Neubig, Yoav Goldberg, Chris Dyer |
On-the-fly Operation Batching in Dynamic Computation Graphs. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | |
Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Danijar Hafner, Alexander Irpan, James Davidson, Nicolas Heess |
Learning Hierarchical Information Flow with Recurrent Neural Modules. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc Van Gool |
Pose Guided Person Image Generation. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Xiaohan Wei, Stanislav Minsker |
Estimation of the covariance structure of heavy-tailed distributions. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Rémi Lam, Karen Willcox |
Lookahead Bayesian Optimization with Inequality Constraints. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Yizhe Zhang 0002, Dinghan Shen, Guoyin Wang 0002, Zhe Gan, Ricardo Henao, Lawrence Carin |
Deconvolutional Paragraph Representation Learning. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Anirban Roychowdhury, Srinivasan Parthasarathy 0001 |
Adaptive Bayesian Sampling with Monte Carlo EM. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Federico Monti, Michael M. Bronstein, Xavier Bresson |
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Francesco Orabona, Tatiana Tommasi |
Training Deep Networks without Learning Rates Through Coin Betting. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Cong Han Lim, Stephen J. Wright 0001 |
k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Jian Zhao 0006, Lin Xiong, Jayashree Karlekar, Jianshu Li, Fang Zhao 0006, Zhecan Wang, Sugiri Pranata, Shengmei Shen, Shuicheng Yan, Jiashi Feng |
Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Christopher Srinivasa, Inmar E. Givoni, Siamak Ravanbakhsh, Brendan J. Frey |
Min-Max Propagation. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Volodymyr Kuleshov, Stefano Ermon |
Neural Variational Inference and Learning in Undirected Graphical Models. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Carl Jidling, Niklas Wahlström, Adrian Wills, Thomas B. Schön |
Linearly constrained Gaussian processes. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Zeyuan Allen-Zhu, Elad Hazan, Wei Hu 0014, Yuanzhi Li |
Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Kinjal Basu 0001, Ankan Saha, Shaunak Chatterjee |
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Arash Vahdat |
Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Feiping Nie 0001, Xiaoqian Wang 0001, Cheng Deng, Heng Huang |
Learning A Structured Optimal Bipartite Graph for Co-Clustering. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | John T. Halloran, David M. Rocke |
Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Idan Schwartz, Alexander G. Schwing, Tamir Hazan |
High-Order Attention Models for Visual Question Answering. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Mainak Jas, Tom Dupré la Tour, Umut Simsekli, Alexandre Gramfort |
Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Geoff Pleiss, Manish Raghavan, Felix Wu, Jon M. Kleinberg, Kilian Q. Weinberger |
On Fairness and Calibration. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Moustapha Cissé, Yossi Adi, Natalia Neverova, Joseph Keshet |
Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 1 | Luigi Acerbi, Wei Ji |
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Çaglar Gülçehre, Francis Dutil, Adam Trischler, Yoshua Bengio |
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models. |
NIPS |
2017 |
DBLP BibTeX RDF |
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| 1 | Greg Van Buskirk, Benjamin Raichel, Nicholas Ruozzi |
Sparse Approximate Conic Hulls. |
NIPS |
2017 |
DBLP BibTeX RDF |
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