| 401 |
Less is More: Nyström Computational Regularization
Alessandro Rudi, Raffaello Camoriano, Lorenzo Rosasco
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stat.ML
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11 years ago |
| 402 |
Rényi Divergence Variational Inference
Yingzhen Li, Richard E. Turner
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stat.ML
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287 |
10 years ago |
| 403 |
Continual Unsupervised Representation Learning
Dushyant Rao, Francesco Visin, ... (+4 more)
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cs.LG
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285 |
6 years ago |
| 404 |
Stochastic Variational Deep Kernel Learning
Andrew Gordon Wilson, Zhiting Hu, ... (+2 more)
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stat.ML
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9 years ago |
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Representer Point Selection for Explaining Deep Neural Networks
Chih-Kuan Yeh, Joon Sik Kim, ... (+2 more)
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cs.LG
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284 |
7 years ago |
| 406 |
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks
Zhonghui You, Kun Yan, ... (+3 more)
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cs.CV
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283 |
6 years ago |
| 407 |
Gradient Descent for Spiking Neural Networks
Dongsung Huh, Terrence J. Sejnowski
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q-bio.NC
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283 |
9 years ago |
| 408 |
Label Efficient Learning of Transferable Representations across Domains and Tasks
Zelun Luo, Yuliang Zou, ... (+2 more)
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stat.ML
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8 years ago |
| 409 |
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
Nimit S. Sohoni, Jared A. Dunnmon, ... (+3 more)
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cs.LG
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282 |
5 years ago |
| 410 |
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
Mariya Toneva, Leila Wehbe
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cs.CL
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282 |
7 years ago |
| 411 |
A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks
Hadi Salman, Greg Yang, ... (+3 more)
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cs.LG
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282 |
7 years ago |
| 412 |
Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning
Pan Zhou, Jiashi Feng, ... (+4 more)
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cs.LG
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281 |
5 years ago |
| 413 |
Playing hard exploration games by watching YouTube
Yusuf Aytar, Tobias Pfaff, ... (+4 more)
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cs.LG
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281 |
8 years ago |
| 414 |
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice
Jeffrey Pennington, Samuel S. Schoenholz, Surya Ganguli
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cs.LG
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281 |
8 years ago |
| 415 |
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild
Grégory Rogez, Cordelia Schmid
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cs.CV
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281 |
10 years ago |
| 416 |
Learning by Abstraction: The Neural State Machine
Drew A. Hudson, Christopher D. Manning
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cs.AI
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280 |
7 years ago |
| 417 |
Unsupervised Text Style Transfer using Language Models as Discriminators
Zichao Yang, Zhiting Hu, ... (+3 more)
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cs.CL
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277 |
8 years ago |
| 418 |
Evolution-Guided Policy Gradient in Reinforcement Learning
Shauharda Khadka, Kagan Tumer
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cs.LG
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277 |
8 years ago |
| 419 |
Hybrid Reward Architecture for Reinforcement Learning
Harm van Seijen, Mehdi Fatemi, ... (+4 more)
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cs.LG
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277 |
9 years ago |
| 420 |
Fast Algorithms for Robust PCA via Gradient Descent
Xinyang Yi, Dohyung Park, ... (+2 more)
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cs.IT
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277 |
10 years ago |
| 421 |
SGD on Neural Networks Learns Functions of Increasing Complexity
Preetum Nakkiran, Gal Kaplun, ... (+5 more)
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cs.LG
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275 |
7 years ago |
| 422 |
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds
Xiaohan Chen, Jialin Liu, ... (+2 more)
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cs.LG
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275 |
7 years ago |
| 423 |
On-line Policy Improvement using Monte-Carlo Search
Gerald Tesauro, Gregory R. Galperin
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cs.LG
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274 |
1 year ago |
| 424 |
MetaSDF: Meta-learning Signed Distance Functions
Vincent Sitzmann, Eric R. Chan, ... (+3 more)
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cs.CV
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274 |
6 years ago |
| 425 |
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks
Urs Köster, Tristan J. Webb, ... (+12 more)
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cs.LG
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274 |
8 years ago |
| 426 |
Deep Learning with Topological Signatures
Christoph Hofer, Roland Kwitt, ... (+2 more)
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cs.CV
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274 |
9 years ago |
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Banach Wasserstein GAN
Jonas Adler, Sebastian Lunz
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cs.CV
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272 |
8 years ago |
| 428 |
Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout
Zhao Chen, Jiquan Ngiam, ... (+5 more)
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cs.LG
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271 |
5 years ago |
| 429 |
Neural Code Comprehension: A Learnable Representation of Code Semantics
Tal Ben-Nun, Alice Shoshana Jakobovits, Torsten Hoefler
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cs.LG
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271 |
8 years ago |
| 430 |
Fair Algorithms for Clustering
Suman K. Bera, Deeparnab Chakrabarty, ... (+2 more)
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cs.DS
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269 |
7 years ago |
| 431 |
Regularization Matters: Generalization and Optimization of Neural Nets v.s. their Induced Kernel
Colin Wei, Jason D. Lee, ... (+2 more)
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stat.ML
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267 |
7 years ago |
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Visual Object Networks: Image Generation with Disentangled 3D Representation
Jun-Yan Zhu, Zhoutong Zhang, ... (+5 more)
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cs.CV
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267 |
7 years ago |
| 433 |
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer
David Madras, Toniann Pitassi, Richard Zemel
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stat.ML
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267 |
8 years ago |
| 434 |
Bayesian Dark Knowledge
Anoop Korattikara, Vivek Rathod, ... (+2 more)
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cs.LG
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267 |
11 years ago |
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Private Stochastic Convex Optimization with Optimal Rates
Raef Bassily, Vitaly Feldman, ... (+2 more)
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cs.LG
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266 |
6 years ago |
| 436 |
Understanding the Role of Training Regimes in Continual Learning
Seyed Iman Mirzadeh, Mehrdad Farajtabar, ... (+2 more)
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cs.LG
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265 |
6 years ago |
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q-means: A quantum algorithm for unsupervised machine learning
Iordanis Kerenidis, Jonas Landman, ... (+2 more)
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quant-ph
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265 |
7 years ago |
| 438 |
Unsupervised Learning of Object Landmarks through Conditional Image Generation
Tomas Jakab, Ankush Gupta, ... (+2 more)
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cs.CV
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265 |
8 years ago |
| 439 |
Reward Augmented Maximum Likelihood for Neural Structured Prediction
Mohammad Norouzi, Samy Bengio, ... (+5 more)
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cs.LG
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265 |
9 years ago |
| 440 |
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare
Edward Choi, Cao Xiao, ... (+2 more)
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cs.LG
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263 |
7 years ago |
| 441 |
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions
Sara Magliacane, Thijs van Ommen, ... (+4 more)
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cs.LG
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263 |
9 years ago |
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Memory-Efficient Backpropagation Through Time
Audrūnas Gruslys, Remi Munos, ... (+3 more)
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cs.NE
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263 |
10 years ago |
| 443 |
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization
Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee
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cs.CV
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262 |
7 years ago |
| 444 |
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures
Sergey Bartunov, Adam Santoro, ... (+4 more)
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cs.LG
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262 |
8 years ago |
| 445 |
Goal-conditioned Imitation Learning
Yiming Ding, Carlos Florensa, ... (+2 more)
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cs.LG
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261 |
7 years ago |
| 446 |
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
Zihang Dai, Guokun Lai, ... (+2 more)
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cs.LG
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260 |
6 years ago |
| 447 |
Adversarial vulnerability for any classifier
Alhussein Fawzi, Hamza Fawzi, Omar Fawzi
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cs.LG
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260 |
8 years ago |
| 448 |
Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning
Christoph Dann, Emma Brunskill
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stat.ML
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260 |
10 years ago |
| 449 |
Flexible Neural Representation for Physics Prediction
Damian Mrowca, Chengxu Zhuang, ... (+5 more)
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cs.AI
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259 |
8 years ago |
| 450 |
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds
Eldar Insafutdinov, Alexey Dosovitskiy
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cs.CV
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258 |
7 years ago |