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Stochastic Variance Reduction for Nonconvex Optimization
Sashank J. Reddi, Ahmed Hefny, ... (+3 more)
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math.OC
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10 years ago |
| 102 |
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
Jianbo Chen, Le Song, ... (+2 more)
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cs.LG
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637 |
8 years ago |
| 103 |
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Philip S. Thomas, Emma Brunskill
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cs.LG
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615 |
10 years ago |
| 104 |
Diffusion Models for Adversarial Purification
Weili Nie, Brandon Guo, ... (+4 more)
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cs.LG
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609 |
4 years ago |
| 105 |
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
Anastasia Koloskova, Nicolas Loizou, ... (+3 more)
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cs.LG
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606 |
6 years ago |
| 106 |
Asymmetric Tri-training for Unsupervised Domain Adaptation
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
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cs.CV
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606 |
9 years ago |
| 107 |
Label-Only Membership Inference Attacks
Christopher A. Choquette-Choo, Florian Tramer, ... (+2 more)
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cs.CR
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604 |
5 years ago |
| 108 |
DAG-GNN: DAG Structure Learning with Graph Neural Networks
Yue Yu, Jie Chen, ... (+2 more)
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cs.LG
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604 |
7 years ago |
| 109 |
Automated Curriculum Learning for Neural Networks
Alex Graves, Marc G. Bellemare, ... (+3 more)
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cs.NE
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600 |
9 years ago |
| 110 |
Certified Data Removal from Machine Learning Models
Chuan Guo, Tom Goldstein, ... (+2 more)
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cs.LG
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597 |
6 years ago |
| 111 |
Accelerating Eulerian Fluid Simulation With Convolutional Networks
Jonathan Tompson, Kristofer Schlachter, ... (+2 more)
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cs.CV
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591 |
10 years ago |
| 112 |
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
RJ Skerry-Ryan, Eric Battenberg, ... (+7 more)
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cs.CL
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585 |
8 years ago |
| 113 |
Real-Time Adaptive Image Compression
Oren Rippel, Lubomir Bourdev
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stat.ML
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579 |
9 years ago |
| 114 |
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
Francesco Croce, Matthias Hein
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cs.LG
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576 |
7 years ago |
| 115 |
Large Language Models Struggle to Learn Long-Tail Knowledge
Nikhil Kandpal, Haikang Deng, ... (+3 more)
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cs.CL
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574 |
3 years ago |
| 116 |
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi
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cs.LG
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564 |
7 years ago |
| 117 |
Stochastic Video Generation with a Learned Prior
Remi Denton, Rob Fergus
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cs.CV
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562 |
8 years ago |
| 118 |
Position-aware Graph Neural Networks
Jiaxuan You, Rex Ying, Jure Leskovec
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cs.LG
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559 |
7 years ago |
| 119 |
Automatic Goal Generation for Reinforcement Learning Agents
Carlos Florensa, David Held, ... (+2 more)
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cs.LG
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556 |
9 years ago |
| 120 |
Counterfactual Visual Explanations
Yash Goyal, Ziyan Wu, ... (+4 more)
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cs.LG
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553 |
7 years ago |
| 121 |
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability
Shayegan Omidshafiei, Jason Pazis, ... (+3 more)
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cs.LG
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552 |
9 years ago |
| 122 |
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry
Maximilian Nickel, Douwe Kiela
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cs.AI
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546 |
8 years ago |
| 123 |
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)
Andrew Gordon Wilson, Hannes Nickisch
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cs.LG
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546 |
11 years ago |
| 124 |
Asynchronous Decentralized Parallel Stochastic Gradient Descent
Xiangru Lian, Wei Zhang, ... (+2 more)
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math.OC
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543 |
8 years ago |
| 125 |
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
Yiping Lu, Aoxiao Zhong, ... (+2 more)
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cs.CV
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541 |
8 years ago |
| 126 |
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs
Rakshit Trivedi, Hanjun Dai, ... (+2 more)
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cs.AI
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541 |
9 years ago |
| 127 |
On Kernelized Multi-armed Bandits
Sayak Ray Chowdhury, Aditya Gopalan
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cs.LG
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526 |
9 years ago |
| 128 |
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units
Wenling Shang, Kihyuk Sohn, ... (+2 more)
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cs.LG
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519 |
10 years ago |
| 129 |
What is the Effect of Importance Weighting in Deep Learning?
Jonathon Byrd, Zachary C. Lipton
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cs.LG
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517 |
7 years ago |
| 130 |
A Semantic Loss Function for Deep Learning with Symbolic Knowledge
Jingyi Xu, Zilu Zhang, ... (+3 more)
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cs.AI
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510 |
8 years ago |
| 131 |
Essentially No Barriers in Neural Network Energy Landscape
Felix Draxler, Kambis Veschgini, ... (+2 more)
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stat.ML
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497 |
8 years ago |
| 132 |
Modular Multitask Reinforcement Learning with Policy Sketches
Jacob Andreas, Dan Klein, Sergey Levine
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cs.LG
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492 |
9 years ago |
| 133 |
The Evolved Transformer
David R. So, Chen Liang, Quoc V. Le
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cs.LG
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489 |
7 years ago |
| 134 |
Learning by Playing - Solving Sparse Reward Tasks from Scratch
Martin Riedmiller, Roland Hafner, ... (+7 more)
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cs.LG
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489 |
8 years ago |
| 135 |
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
Jonathan Ho, Xi Chen, ... (+3 more)
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cs.LG
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488 |
7 years ago |
| 136 |
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
Christos Louizos, Max Welling
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stat.ML
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486 |
9 years ago |
| 137 |
Learning Discrete Representations via Information Maximizing Self-Augmented Training
Weihua Hu, Takeru Miyato, ... (+3 more)
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stat.ML
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482 |
9 years ago |
| 138 |
Device Placement Optimization with Reinforcement Learning
Azalia Mirhoseini, Hieu Pham, ... (+8 more)
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cs.LG
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477 |
9 years ago |
| 139 |
DeepBach: a Steerable Model for Bach Chorales Generation
Gaëtan Hadjeres, François Pachet, Frank Nielsen
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cs.AI
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476 |
9 years ago |
| 140 |
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark
Alexander Lavin, Subutai Ahmad
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cs.AI
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473 |
10 years ago |
| 141 |
Inductive Relation Prediction by Subgraph Reasoning
Komal K. Teru, Etienne Denis, William L. Hamilton
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cs.LG
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469 |
6 years ago |
| 142 |
TarMAC: Targeted Multi-Agent Communication
Abhishek Das, Théophile Gervet, ... (+5 more)
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cs.LG
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469 |
7 years ago |
| 143 |
Auxiliary Deep Generative Models
Lars Maaløe, Casper Kaae Sønderby, ... (+2 more)
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stat.ML
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463 |
10 years ago |
| 144 |
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis
Rong Ge, Chi Jin, Yi Zheng
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cs.LG
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458 |
9 years ago |
| 145 |
Competitive caching with machine learned advice
Thodoris Lykouris, Sergei Vassilvitskii
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cs.DS
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457 |
8 years ago |
| 146 |
Max-value Entropy Search for Efficient Bayesian Optimization
Zi Wang, Stefanie Jegelka
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stat.ML
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454 |
9 years ago |
| 147 |
Deep Structured Energy Based Models for Anomaly Detection
Shuangfei Zhai, Yu Cheng, ... (+2 more)
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cs.LG
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453 |
10 years ago |
| 148 |
Gauge Equivariant Convolutional Networks and the Icosahedral CNN
Taco S. Cohen, Maurice Weiler, ... (+2 more)
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cs.LG
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448 |
7 years ago |
| 149 |
Optimizing the Latent Space of Generative Networks
Piotr Bojanowski, Armand Joulin, ... (+2 more)
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stat.ML
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448 |
9 years ago |
| 150 |
Contextual Decision Processes with Low Bellman Rank are PAC-Learnable
Nan Jiang, Akshay Krishnamurthy, ... (+3 more)
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cs.LG
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445 |
9 years ago |