| 501 |
Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers
Abraham J. Wyner, Matthew Olson, ... (+2 more)
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stat.ML
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300 |
11 years ago |
| 502 |
Provably Efficient Exploration in Policy Optimization
Qi Cai, Zhuoran Yang, ... (+2 more)
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cs.LG
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299 |
6 years ago |
| 503 |
Skew-Fit: State-Covering Self-Supervised Reinforcement Learning
Vitchyr H. Pong, Murtaza Dalal, ... (+4 more)
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cs.LG
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299 |
7 years ago |
| 504 |
Online Meta-Learning
Chelsea Finn, Aravind Rajeswaran, ... (+2 more)
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cs.LG
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299 |
7 years ago |
| 505 |
Gromov-Wasserstein Learning for Graph Matching and Node Embedding
Hongteng Xu, Dixin Luo, ... (+2 more)
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cs.LG
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299 |
7 years ago |
| 506 |
The Mechanics of n-Player Differentiable Games
David Balduzzi, Sebastien Racaniere, ... (+4 more)
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cs.LG
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299 |
8 years ago |
| 507 |
Unsupervised Learning by Predicting Noise
Piotr Bojanowski, Armand Joulin
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stat.ML
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299 |
9 years ago |
| 508 |
HFirst: A Temporal Approach to Object Recognition
Garrick Orchard, Cedric Meyer, ... (+4 more)
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cs.CV
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299 |
10 years ago |
| 509 |
The case for 4-bit precision: k-bit Inference Scaling Laws
Tim Dettmers, Luke Zettlemoyer
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cs.LG
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299 |
3 years ago |
| 510 |
Variational inference for Monte Carlo objectives
Andriy Mnih, Danilo J. Rezende
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cs.LG
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298 |
10 years ago |
| 511 |
Deep Human Parsing with Active Template Regression
Xiaodan Liang, Si Liu, ... (+6 more)
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cs.CV
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298 |
11 years ago |
| 512 |
MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language
Hamid Reza Vaezi Joze, Oscar Koller
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cs.CV
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297 |
7 years ago |
| 513 |
The loss surface of deep and wide neural networks
Quynh Nguyen, Matthias Hein
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cs.LG
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297 |
9 years ago |
| 514 |
An Optimal Algorithm for Bandit and Zero-Order Convex Optimization with Two-Point Feedback
Ohad Shamir
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cs.LG
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297 |
10 years ago |
| 515 |
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach
Hu Han, Anil K. Jain, ... (+3 more)
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cs.CV
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296 |
8 years ago |
| 516 |
Understanding the impact of entropy on policy optimization
Zafarali Ahmed, Nicolas Le Roux, ... (+2 more)
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cs.LG
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295 |
7 years ago |
| 517 |
Predicting the Driver's Focus of Attention: the DR(eye)VE Project
Andrea Palazzi, Davide Abati, ... (+3 more)
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cs.CV
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295 |
8 years ago |
| 518 |
AdaNet: Adaptive Structural Learning of Artificial Neural Networks
Corinna Cortes, Xavi Gonzalvo, ... (+3 more)
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cs.LG
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295 |
9 years ago |
| 519 |
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs
Lingbing Guo, Zequn Sun, Wei Hu
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cs.AI
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294 |
6 years ago |
| 520 |
Cascading Bandits: Learning to Rank in the Cascade Model
Branislav Kveton, Csaba Szepesvari, ... (+2 more)
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cs.LG
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294 |
11 years ago |
| 521 |
An Overview of Depth Cameras and Range Scanners Based on Time-of-Flight Technologies
Radu Horaud, Miles Hansard, ... (+2 more)
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cs.CV
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293 |
5 years ago |
| 522 |
A Kronecker-factored approximate Fisher matrix for convolution layers
Roger Grosse, James Martens
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stat.ML
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292 |
10 years ago |
| 523 |
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning
Richard S. Sutton, A. Rupam Mahmood, Martha White
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cs.LG
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292 |
11 years ago |
| 524 |
Deep Partial Multi-View Learning
Changqing Zhang, Yajie Cui, ... (+4 more)
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cs.LG
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291 |
5 years ago |
| 525 |
Compositional Fairness Constraints for Graph Embeddings
Avishek Joey Bose, William L. Hamilton
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cs.LG
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291 |
6 years ago |
| 526 |
Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition
Ran He, Xiang Wu, ... (+2 more)
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cs.CV
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291 |
8 years ago |
| 527 |
Efficient softmax approximation for GPUs
Edouard Grave, Armand Joulin, ... (+3 more)
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🌅
Old Age
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cs.CL
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290 |
9 years ago |
| 528 |
Training Neural Networks Without Gradients: A Scalable ADMM Approach
Gavin Taylor, Ryan Burmeister, ... (+4 more)
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cs.LG
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289 |
9 years ago |
| 529 |
Analyzing Uncertainty in Neural Machine Translation
Myle Ott, Michael Auli, ... (+2 more)
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cs.CL
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288 |
8 years ago |
| 530 |
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
Lingling Xu, Haoran Xie, ... (+3 more)
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cs.CL
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288 |
2 years ago |
| 531 |
Poisoning Language Models During Instruction Tuning
Alexander Wan, Eric Wallace, ... (+2 more)
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cs.CL
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285 |
3 years ago |
| 532 |
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
Mohammad Emtiyaz Khan, Didrik Nielsen, ... (+4 more)
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stat.ML
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284 |
7 years ago |
| 533 |
On the Power of Over-parametrization in Neural Networks with Quadratic Activation
Simon S. Du, Jason D. Lee
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cs.LG
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284 |
8 years ago |
| 534 |
Rademacher Complexity for Adversarially Robust Generalization
Dong Yin, Kannan Ramchandran, Peter Bartlett
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cs.LG
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282 |
7 years ago |
| 535 |
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning
Junhyuk Oh, Satinder Singh, ... (+2 more)
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cs.AI
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282 |
8 years ago |
| 536 |
Equivariance Through Parameter-Sharing
Siamak Ravanbakhsh, Jeff Schneider, Barnabas Poczos
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stat.ML
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281 |
9 years ago |
| 537 |
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 |
| 538 |
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 |
| 539 |
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 |
| 540 |
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 |
| 541 |
Self-Imitation Learning
Junhyuk Oh, Yijie Guo, ... (+2 more)
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cs.LG
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279 |
7 years ago |
| 542 |
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 |
| 543 |
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 |
| 544 |
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 |
| 545 |
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 |
| 546 |
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 |
| 547 |
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 |
9 years ago |
| 548 |
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 |
| 549 |
Memory-Efficient Pipeline-Parallel DNN Training
Deepak Narayanan, Amar Phanishayee, ... (+3 more)
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cs.LG
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274 |
5 years ago |
| 550 |
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 |