| 451 |
Graying the black box: Understanding DQNs
Tom Zahavy, Nir Ben Zrihem, Shie Mannor
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cs.LG
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281 |
10 years ago |
| 452 |
More Robust Doubly Robust Off-policy Evaluation
Mehrdad Farajtabar, Yinlam Chow, Mohammad Ghavamzadeh
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cs.AI
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280 |
8 years ago |
| 453 |
CoCoA: A General Framework for Communication-Efficient Distributed Optimization
Virginia Smith, Simone Forte, ... (+4 more)
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cs.LG
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280 |
9 years ago |
| 454 |
A$^3$: Accelerating Attention Mechanisms in Neural Networks with Approximation
Tae Jun Ham, Sung Jun Jung, ... (+9 more)
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cs.DC
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279 |
6 years ago |
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Self-Imitation Learning
Junhyuk Oh, Yijie Guo, ... (+2 more)
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cs.LG
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279 |
8 years ago |
| 456 |
Spurious Local Minima are Common in Two-Layer ReLU Neural Networks
Itay Safran, Ohad Shamir
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cs.LG
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279 |
8 years ago |
| 457 |
Bounding and Counting Linear Regions of Deep Neural Networks
Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam
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cs.LG
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278 |
8 years ago |
| 458 |
A Laplacian Framework for Option Discovery in Reinforcement Learning
Marlos C. Machado, Marc G. Bellemare, Michael Bowling
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cs.LG
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278 |
9 years ago |
| 459 |
Why is Posterior Sampling Better than Optimism for Reinforcement Learning?
Ian Osband, Benjamin Van Roy
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stat.ML
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278 |
10 years ago |
| 460 |
GraphR: Accelerating Graph Processing Using ReRAM
Linghao Song, Youwei Zhuo, ... (+3 more)
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cs.DC
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277 |
8 years ago |
| 461 |
Structured Prediction of 3D Human Pose with Deep Neural Networks
Bugra Tekin, Isinsu Katircioglu, ... (+3 more)
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cs.CV
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277 |
10 years ago |
| 462 |
PINT: Probabilistic In-band Network Telemetry
Ran Ben Basat, Sivaramakrishnan Ramanathan, ... (+4 more)
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cs.NI
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276 |
6 years ago |
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Memory-Efficient Pipeline-Parallel DNN Training
Deepak Narayanan, Amar Phanishayee, ... (+3 more)
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cs.LG
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274 |
6 years ago |
| 464 |
SpArch: Efficient Architecture for Sparse Matrix Multiplication
Zhekai Zhang, Hanrui Wang, ... (+2 more)
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cs.AR
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274 |
6 years ago |
| 465 |
Stronger Data Poisoning Attacks Break Data Sanitization Defenses
Pang Wei Koh, Jacob Steinhardt, Percy Liang
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stat.ML
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274 |
7 years ago |
| 466 |
Online and Linear-Time Attention by Enforcing Monotonic Alignments
Colin Raffel, Minh-Thang Luong, ... (+3 more)
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cs.LG
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273 |
9 years ago |
| 467 |
You said that?
Joon Son Chung, Amir Jamaludin, Andrew Zisserman
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cs.CV
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273 |
9 years ago |
| 468 |
Low Latency Privacy Preserving Inference
Alon Brutzkus, Oren Elisha, Ran Gilad-Bachrach
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cs.LG
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272 |
7 years ago |
| 469 |
Variants of RMSProp and Adagrad with Logarithmic Regret Bounds
Mahesh Chandra Mukkamala, Matthias Hein
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cs.LG
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269 |
9 years ago |
| 470 |
Chip-Chat: Challenges and Opportunities in Conversational Hardware Design
Jason Blocklove, Siddharth Garg, ... (+2 more)
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cs.LG
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268 |
3 years ago |
| 471 |
Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors
Christos Louizos, Max Welling
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stat.ML
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268 |
10 years ago |
| 472 |
Learning Generalisable Omni-Scale Representations for Person Re-Identification
Kaiyang Zhou, Yongxin Yang, ... (+2 more)
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💀
404 Not Found
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cs.CV
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267 |
6 years ago |
| 473 |
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology
James R. Clough, Nicholas Byrne, ... (+4 more)
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cs.CV
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267 |
6 years ago |
| 474 |
Single Image Deraining: From Model-Based to Data-Driven and Beyond
Wenhan Yang, Robby T. Tan, ... (+3 more)
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eess.IV
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6 years ago |
| 475 |
Unremarkable AI: Fitting Intelligent Decision Support into Critical, Clinical Decision-Making Processes
Qian Yang, Aaron Steinfeld, John Zimmerman
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cs.HC
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266 |
7 years ago |
| 476 |
NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks
Yandong Li, Lijun Li, ... (+3 more)
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cs.LG
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266 |
7 years ago |
| 477 |
FLAML: A Fast and Lightweight AutoML Library
Chi Wang, Qingyun Wu, ... (+2 more)
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cs.LG
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265 |
6 years ago |
| 478 |
Being Robust (in High Dimensions) Can Be Practical
Ilias Diakonikolas, Gautam Kamath, ... (+4 more)
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cs.LG
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265 |
9 years ago |
| 479 |
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients
Lingjiao Chen, Hongyi Wang, ... (+2 more)
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stat.ML
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264 |
8 years ago |
| 480 |
Tensor-Train Recurrent Neural Networks for Video Classification
Yinchong Yang, Denis Krompass, Volker Tresp
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cs.CV
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264 |
9 years ago |
| 481 |
Gradient Descent Learns Linear Dynamical Systems
Moritz Hardt, Tengyu Ma, Benjamin Recht
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cs.LG
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261 |
9 years ago |
| 482 |
Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks
Huei-Fang Yang, Kevin Lin, Chu-Song Chen
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cs.CV
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261 |
11 years ago |
| 483 |
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Esteban Real, Chen Liang, ... (+2 more)
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cs.LG
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260 |
6 years ago |
| 484 |
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings
Rie Johnson, Tong Zhang
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stat.ML
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260 |
10 years ago |
| 485 |
One-Shot Generalization in Deep Generative Models
Danilo Jimenez Rezende, Shakir Mohamed, ... (+3 more)
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stat.ML
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10 years ago |
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Exploring Cyberbullying and Other Toxic Behavior in Team Competition Online Games
Haewoon Kwak, Jeremy Blackburn, Seungyeop Han
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cs.CY
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257 |
11 years ago |
| 487 |
Semi-Amortized Variational Autoencoders
Yoon Kim, Sam Wiseman, ... (+3 more)
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stat.ML
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256 |
8 years ago |
| 488 |
On orthogonality and learning recurrent networks with long term dependencies
Eugene Vorontsov, Chiheb Trabelsi, ... (+2 more)
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cs.LG
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256 |
9 years ago |
| 489 |
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing
Liu Ke, Udit Gupta, ... (+19 more)
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cs.DC
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255 |
6 years ago |
| 490 |
Modeling Missing Data in Clinical Time Series with RNNs
Zachary C. Lipton, David C. Kale, Randall Wetzel
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cs.LG
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255 |
10 years ago |
| 491 |
HEAX: An Architecture for Computing on Encrypted Data
M. Sadegh Riazi, Kim Laine, ... (+2 more)
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cs.CR
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254 |
6 years ago |
| 492 |
Guarantees for Greedy Maximization of Non-submodular Functions with Applications
Andrew An Bian, Joachim M. Buhmann, ... (+2 more)
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The Ethereal
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cs.DM
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254 |
9 years ago |
| 493 |
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators
Xuan Yang, Mingyu Gao, ... (+10 more)
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cs.DC
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252 |
7 years ago |
| 494 |
Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo
Yu-Xiang Wang, Stephen E. Fienberg, Alex Smola
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stat.ML
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252 |
11 years ago |
| 495 |
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion
Xin Deng, Pier Luigi Dragotti
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cs.CV
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251 |
6 years ago |
| 496 |
Revisiting Network Support for RDMA
Radhika Mittal, Alexander Shpiner, ... (+5 more)
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cs.NI
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251 |
8 years ago |
| 497 |
A Unified View of Multi-Label Performance Measures
Xi-Zhu Wu, Zhi-Hua Zhou
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cs.LG
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251 |
9 years ago |
| 498 |
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction
Xiangbo Shu, Liyan Zhang, ... (+3 more)
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cs.CV
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250 |
6 years ago |
| 499 |
Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning
Charles H. Martin, Michael W. Mahoney
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cs.LG
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250 |
7 years ago |
| 500 |
On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
Abien Fred Agarap
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cs.LG
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250 |
8 years ago |