| 201 |
SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient
Lam M. Nguyen, Jie Liu, ... (+2 more)
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stat.ML
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685 |
9 years ago |
| 202 |
'It's Reducing a Human Being to a Percentage'; Perceptions of Justice in Algorithmic Decisions
Reuben Binns, Max Van Kleek, ... (+4 more)
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cs.HC
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685 |
8 years ago |
| 203 |
Invertible Residual Networks
Jens Behrmann, Will Grathwohl, ... (+3 more)
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cs.LG
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685 |
7 years ago |
| 204 |
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning
Nan Jiang, Lihong Li
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👻
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cs.LG
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682 |
10 years ago |
| 205 |
Stochastic Gradient Descent as Approximate Bayesian Inference
Stephan Mandt, Matthew D. Hoffman, David M. Blei
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👻
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stat.ML
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679 |
9 years ago |
| 206 |
Simple Black-box Adversarial Attacks
Chuan Guo, Jacob R. Gardner, ... (+3 more)
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cs.LG
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676 |
7 years ago |
| 207 |
Count-Based Exploration with Neural Density Models
Georg Ostrovski, Marc G. Bellemare, ... (+2 more)
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cs.AI
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668 |
9 years ago |
| 208 |
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
Edward Choi, Siddharth Biswal, ... (+4 more)
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cs.LG
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665 |
9 years ago |
| 209 |
Mean Field Multi-Agent Reinforcement Learning
Yaodong Yang, Rui Luo, ... (+4 more)
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cs.MA
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660 |
8 years ago |
| 210 |
Neural Variational Inference for Text Processing
Yishu Miao, Lei Yu, Phil Blunsom
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👻
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cs.CL
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659 |
10 years ago |
| 211 |
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
Kaiqing Zhang, Zhuoran Yang, ... (+3 more)
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cs.LG
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654 |
8 years ago |
| 212 |
Leveraging Procedural Generation to Benchmark Reinforcement Learning
Karl Cobbe, Christopher Hesse, ... (+2 more)
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cs.LG
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654 |
6 years ago |
| 213 |
Learning from positive and unlabeled data: a survey
Jessa Bekker, Jesse Davis
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👻
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cs.LG
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651 |
7 years ago |
| 214 |
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning
Jakob Foerster, Nantas Nardelli, ... (+5 more)
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👻
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cs.AI
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650 |
9 years ago |
| 215 |
Automated Vulnerability Detection in Source Code Using Deep Representation Learning
Rebecca L. Russell, Louis Kim, ... (+6 more)
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cs.LG
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648 |
7 years ago |
| 216 |
Deep Voice: Real-time Neural Text-to-Speech
Sercan O. Arik, Mike Chrzanowski, ... (+10 more)
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cs.CL
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647 |
9 years ago |
| 217 |
A Novel Performance Evaluation Methodology for Single-Target Trackers
Matej Kristan, Jiri Matas, ... (+7 more)
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cs.CV
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646 |
11 years ago |
| 218 |
Finding The Greedy, Prodigal, and Suicidal Contracts at Scale
Ivica Nikolic, Aashish Kolluri, ... (+3 more)
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👻
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cs.CR
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645 |
8 years ago |
| 219 |
Graph networks as learnable physics engines for inference and control
Alvaro Sanchez-Gonzalez, Nicolas Heess, ... (+5 more)
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cs.LG
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642 |
7 years ago |
| 220 |
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
Jonathan Uesato, Brendan O'Donoghue, ... (+2 more)
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cs.LG
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640 |
8 years ago |
| 221 |
Implicit Quantile Networks for Distributional Reinforcement Learning
Will Dabney, Georg Ostrovski, ... (+2 more)
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cs.LG
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640 |
7 years ago |
| 222 |
Stochastic Variance Reduction for Nonconvex Optimization
Sashank J. Reddi, Ahmed Hefny, ... (+3 more)
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math.OC
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639 |
10 years ago |
| 223 |
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 |
| 224 |
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
Minghui Liao, Pengyuan Lyu, ... (+4 more)
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cs.CV
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637 |
6 years ago |
| 225 |
Scaling Neural Machine Translation
Myle Ott, Sergey Edunov, ... (+2 more)
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cs.CL
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635 |
7 years ago |
| 226 |
Detecting and Correcting for Label Shift with Black Box Predictors
Zachary C. Lipton, Yu-Xiang Wang, Alex Smola
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👻
Ghosted
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cs.LG
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629 |
8 years ago |
| 227 |
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Philip S. Thomas, Emma Brunskill
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👻
Ghosted
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cs.LG
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615 |
10 years ago |
| 228 |
DepthTransfer: Depth Extraction from Video Using Non-parametric Sampling
Kevin Karsch, Ce Liu, Sing Bing Kang
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👻
Ghosted
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cs.CV
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610 |
6 years ago |
| 229 |
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 |
| 230 |
Moments in Time Dataset: one million videos for event understanding
Mathew Monfort, Alex Andonian, ... (+9 more)
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👻
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cs.CV
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607 |
8 years ago |
| 231 |
Asymmetric Tri-training for Unsupervised Domain Adaptation
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
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👻
Ghosted
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cs.CV
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606 |
9 years ago |
| 232 |
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 |
| 233 |
MLPerf Inference Benchmark
Vijay Janapa Reddi, Christine Cheng, ... (+45 more)
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cs.LG
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604 |
6 years ago |
| 234 |
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 |
| 235 |
Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset
Dana Berman, Deborah Levy, ... (+2 more)
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cs.CV
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601 |
7 years ago |
| 236 |
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 |
| 237 |
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 |
| 238 |
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria
Yinlam Chow, Mohammad Ghavamzadeh, ... (+2 more)
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cs.AI
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596 |
10 years ago |
| 239 |
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation
Jordi Pont-Tuset, Pablo Arbelaez, ... (+3 more)
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cs.CV
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595 |
11 years ago |
| 240 |
Accelerating Eulerian Fluid Simulation With Convolutional Networks
Jonathan Tompson, Kristofer Schlachter, ... (+2 more)
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cs.CV
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591 |
9 years ago |
| 241 |
Beyond Data and Model Parallelism for Deep Neural Networks
Zhihao Jia, Matei Zaharia, Alex Aiken
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👻
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cs.DC
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587 |
7 years ago |
| 242 |
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
RJ Skerry-Ryan, Eric Battenberg, ... (+7 more)
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👻
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cs.CL
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585 |
8 years ago |
| 243 |
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
Gati Aher, Rosa I. Arriaga, Adam Tauman Kalai
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👻
Ghosted
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cs.CL
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585 |
3 years ago |
| 244 |
Visual Saliency Based on Scale-Space Analysis in the Frequency Domain
Jian Li, Martin Levine, ... (+3 more)
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cs.CV
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584 |
10 years ago |
| 245 |
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation
Yunchao Wei, Xiaodan Liang, ... (+6 more)
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cs.CV
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580 |
10 years ago |
| 246 |
Real-Time Adaptive Image Compression
Oren Rippel, Lubomir Bourdev
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👻
Ghosted
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stat.ML
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579 |
9 years ago |
| 247 |
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
Francesco Croce, Matthias Hein
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👻
Ghosted
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cs.LG
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576 |
6 years ago |
| 248 |
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 |
| 249 |
Data-free parameter pruning for Deep Neural Networks
Suraj Srinivas, R. Venkatesh Babu
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👻
Ghosted
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cs.CV
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571 |
10 years ago |
| 250 |
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi
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👻
Ghosted
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cs.LG
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564 |
7 years ago |