| 501 |
Evolution-Guided Policy Gradient in Reinforcement Learning
Shauharda Khadka, Kagan Tumer
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cs.LG
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277 |
7 years ago |
| 502 |
Hybrid Reward Architecture for Reinforcement Learning
Harm van Seijen, Mehdi Fatemi, ... (+4 more)
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cs.LG
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277 |
8 years ago |
| 503 |
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 |
9 years ago |
| 504 |
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 |
6 years ago |
| 505 |
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 |
| 506 |
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 |
| 507 |
MetaSDF: Meta-learning Signed Distance Functions
Vincent Sitzmann, Eric R. Chan, ... (+3 more)
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🌅
Old Age
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cs.CV
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274 |
5 years ago |
| 508 |
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 |
| 509 |
Deep Learning with Topological Signatures
Christoph Hofer, Roland Kwitt, ... (+2 more)
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cs.CV
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274 |
8 years ago |
| 510 |
Banach Wasserstein GAN
Jonas Adler, Sebastian Lunz
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cs.CV
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272 |
7 years ago |
| 511 |
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 |
| 512 |
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 |
7 years ago |
| 513 |
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 |
| 514 |
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 |
| 515 |
Visual Object Networks: Image Generation with Disentangled 3D Representation
Jun-Yan Zhu, Zhoutong Zhang, ... (+5 more)
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🌅
Old Age
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cs.CV
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267 |
7 years ago |
| 516 |
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 |
| 517 |
Bayesian Dark Knowledge
Anoop Korattikara, Vivek Rathod, ... (+2 more)
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cs.LG
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267 |
10 years ago |
| 518 |
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 |
| 519 |
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 |
5 years ago |
| 520 |
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 |
| 521 |
Unsupervised Learning of Object Landmarks through Conditional Image Generation
Tomas Jakab, Ankush Gupta, ... (+2 more)
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🌅
Old Age
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cs.CV
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265 |
7 years ago |
| 522 |
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 |
| 523 |
RealTime QA: What's the Answer Right Now?
Jungo Kasai, Keisuke Sakaguchi, ... (+8 more)
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cs.CL
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265 |
3 years ago |
| 524 |
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 |
| 525 |
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 |
8 years ago |
| 526 |
Memory-Efficient Backpropagation Through Time
Audrūnas Gruslys, Remi Munos, ... (+3 more)
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cs.NE
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263 |
9 years ago |
| 527 |
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization
Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee
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👻
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cs.CV
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262 |
7 years ago |
| 528 |
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 |
7 years ago |
| 529 |
Goal-conditioned Imitation Learning
Yiming Ding, Carlos Florensa, ... (+2 more)
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cs.LG
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261 |
6 years ago |
| 530 |
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
Zihang Dai, Guokun Lai, ... (+2 more)
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🌅
Old Age
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cs.LG
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260 |
5 years ago |
| 531 |
Adversarial vulnerability for any classifier
Alhussein Fawzi, Hamza Fawzi, Omar Fawzi
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👻
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cs.LG
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260 |
8 years ago |
| 532 |
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 |
| 533 |
Flexible Neural Representation for Physics Prediction
Damian Mrowca, Chengxu Zhuang, ... (+5 more)
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cs.AI
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259 |
7 years ago |
| 534 |
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds
Eldar Insafutdinov, Alexey Dosovitskiy
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👻
Ghosted
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cs.CV
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258 |
7 years ago |
| 535 |
Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning
Supasorn Suwajanakorn, Noah Snavely, ... (+2 more)
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cs.CV
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258 |
7 years ago |
| 536 |
Assessing Social and Intersectional Biases in Contextualized Word Representations
Yi Chern Tan, L. Elisa Celis
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cs.CL
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255 |
6 years ago |
| 537 |
Weight Agnostic Neural Networks
Adam Gaier, David Ha
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cs.LG
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255 |
6 years ago |
| 538 |
Natasha 2: Faster Non-Convex Optimization Than SGD
Zeyuan Allen-Zhu
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math.OC
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255 |
8 years ago |
| 539 |
TAP-Vid: A Benchmark for Tracking Any Point in a Video
Carl Doersch, Ankush Gupta, ... (+7 more)
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cs.CV
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255 |
3 years ago |
| 540 |
Gradient Descent Can Take Exponential Time to Escape Saddle Points
Simon S. Du, Chi Jin, ... (+4 more)
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math.OC
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254 |
8 years ago |
| 541 |
Towards Conceptual Compression
Karol Gregor, Frederic Besse, ... (+3 more)
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stat.ML
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254 |
9 years ago |
| 542 |
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
Yue Tan, Guodong Long, ... (+4 more)
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cs.CR
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254 |
3 years ago |
| 543 |
Learning Conditioned Graph Structures for Interpretable Visual Question Answering
Will Norcliffe-Brown, Efstathios Vafeias, Sarah Parisot
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🌅
Old Age
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cs.CV
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253 |
7 years ago |
| 544 |
Multi-Agent Generative Adversarial Imitation Learning
Jiaming Song, Hongyu Ren, ... (+2 more)
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cs.LG
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252 |
7 years ago |
| 545 |
Quadratic video interpolation
Xiangyu Xu, Li Siyao, ... (+3 more)
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cs.CV
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250 |
6 years ago |
| 546 |
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
Ari S. Morcos, Haonan Yu, ... (+2 more)
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stat.ML
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250 |
6 years ago |
| 547 |
DeepMath - Deep Sequence Models for Premise Selection
Alex A. Alemi, Francois Chollet, ... (+4 more)
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cs.AI
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250 |
9 years ago |
| 548 |
Few-Shot Learning Through an Information Retrieval Lens
Eleni Triantafillou, Richard Zemel, Raquel Urtasun
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👻
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cs.LG
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249 |
8 years ago |
| 549 |
Exact Gaussian Processes on a Million Data Points
Ke Alexander Wang, Geoff Pleiss, ... (+4 more)
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cs.LG
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248 |
7 years ago |
| 550 |
VAIN: Attentional Multi-agent Predictive Modeling
Yedid Hoshen
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cs.LG
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248 |
8 years ago |