| 401 |
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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9 years ago |
| 402 |
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 |
| 403 |
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 |
| 404 |
Self-Imitation Learning
Junhyuk Oh, Yijie Guo, ... (+2 more)
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cs.LG
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8 years ago |
| 405 |
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 |
| 406 |
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 |
9 years ago |
| 407 |
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 |
| 408 |
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 |
| 409 |
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 |
| 410 |
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 |
| 411 |
PINT: Probabilistic In-band Network Telemetry
Ran Ben Basat, Sivaramakrishnan Ramanathan, ... (+4 more)
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cs.NI
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276 |
5 years ago |
| 412 |
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 |
| 413 |
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 |
| 414 |
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 |
| 415 |
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 |
| 416 |
You said that?
Joon Son Chung, Amir Jamaludin, Andrew Zisserman
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cs.CV
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273 |
9 years ago |
| 417 |
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 |
| 418 |
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 |
| 419 |
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 |
| 420 |
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 |
| 421 |
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 |
| 422 |
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 |
| 423 |
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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7 years ago |
| 424 |
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 |
| 425 |
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 |
| 426 |
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 |
| 427 |
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 |
8 years ago |
| 428 |
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients
Lingjiao Chen, Hongyi Wang, ... (+2 more)
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stat.ML
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8 years ago |
| 429 |
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 |
10 years ago |
| 430 |
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 |
| 431 |
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 |
| 432 |
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 |
| 433 |
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 |
| 434 |
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 |
| 435 |
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 |
| 436 |
Semi-Amortized Variational Autoencoders
Yoon Kim, Sam Wiseman, ... (+3 more)
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stat.ML
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8 years ago |
| 437 |
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 |
| 438 |
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 |
| 439 |
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 |
| 440 |
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 |
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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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7 years ago |
| 442 |
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 |
| 443 |
Revisiting Network Support for RDMA
Radhika Mittal, Alexander Shpiner, ... (+5 more)
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251 |
7 years ago |
| 444 |
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 |
| 445 |
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 |
| 446 |
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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7 years ago |
| 447 |
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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6 years ago |
| 448 |
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing
Zitong Yu, Jun Wan, ... (+4 more)
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cs.CV
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247 |
5 years ago |
| 449 |
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection
Markus Braun, Sebastian Krebs, ... (+2 more)
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cs.CV
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246 |
8 years ago |
| 450 |
Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization
Jiaxiang Wu, Weidong Huang, ... (+2 more)
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cs.CV
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246 |
7 years ago |