| 451 |
Adaptive Communication Strategies to Achieve the Best Error-Runtime Trade-off in Local-Update SGD
Jianyu Wang, Gauri Joshi
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👻
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cs.LG
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246 |
7 years ago |
| 452 |
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning
Wei Niu, Xiaolong Ma, ... (+6 more)
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cs.LG
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246 |
6 years ago |
| 453 |
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction
Wen Sun, Arun Venkatraman, ... (+3 more)
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cs.LG
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245 |
9 years ago |
| 454 |
InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset
Wenbin Li, Sajad Saeedi, ... (+7 more)
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cs.CV
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245 |
7 years ago |
| 455 |
Consistent Estimators for Learning to Defer to an Expert
Hussein Mozannar, David Sontag
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cs.LG
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245 |
6 years ago |
| 456 |
Achieving Optimal Misclassification Proportion in Stochastic Block Model
Chao Gao, Zongming Ma, ... (+2 more)
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math.ST
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244 |
11 years ago |
| 457 |
Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos
Amir Shahroudy, Tian-Tsong Ng, ... (+2 more)
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cs.CV
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244 |
10 years ago |
| 458 |
Similarity encoding for learning with dirty categorical variables
Patricio Cerda, Gaël Varoquaux, Balázs Kégl
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👻
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cs.LG
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244 |
8 years ago |
| 459 |
Deep Gaussian Processes for Regression using Approximate Expectation Propagation
Thang D. Bui, Daniel Hernández-Lobato, ... (+3 more)
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stat.ML
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243 |
10 years ago |
| 460 |
Learning Granger Causality for Hawkes Processes
Hongteng Xu, Mehrdad Farajtabar, Hongyuan Zha
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cs.LG
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243 |
10 years ago |
| 461 |
Dynamic Word Embeddings
Robert Bamler, Stephan Mandt
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👻
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stat.ML
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243 |
9 years ago |
| 462 |
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics
Ken Kansky, Tom Silver, ... (+8 more)
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cs.AI
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242 |
9 years ago |
| 463 |
Measuring Sample Quality with Kernels
Jackson Gorham, Lester Mackey
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👻
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stat.ML
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241 |
9 years ago |
| 464 |
Maximum Principle Based Algorithms for Deep Learning
Qianxiao Li, Long Chen, ... (+2 more)
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cs.LG
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241 |
8 years ago |
| 465 |
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima
Simon S. Du, Jason D. Lee, ... (+3 more)
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cs.LG
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241 |
8 years ago |
| 466 |
VizML: A Machine Learning Approach to Visualization Recommendation
Kevin Z. Hu, Michiel A. Bakker, ... (+3 more)
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cs.HC
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241 |
7 years ago |
| 467 |
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge
Laura Rieger, Chandan Singh, ... (+2 more)
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cs.LG
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241 |
6 years ago |
| 468 |
Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression
Aymeric Dieuleveut, Nicolas Flammarion, Francis Bach
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👻
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math.OC
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239 |
10 years ago |
| 469 |
Proposal-free Network for Instance-level Object Segmentation
Xiaodan Liang, Yunchao Wei, ... (+4 more)
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cs.CV
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238 |
10 years ago |
| 470 |
Steganographic Generative Adversarial Networks
Denis Volkhonskiy, Ivan Nazarov, Evgeny Burnaev
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👻
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cs.MM
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237 |
9 years ago |
| 471 |
Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications
Tae-Hyun Oh, Yu-Wing Tai, ... (+3 more)
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cs.CV
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235 |
11 years ago |
| 472 |
Indistinguishability Obfuscation from Well-Founded Assumptions
Aayush Jain, Huijia Lin, Amit Sahai
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👻
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cs.CR
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235 |
5 years ago |
| 473 |
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection
Julie Nutini, Mark Schmidt, ... (+3 more)
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math.OC
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234 |
11 years ago |
| 474 |
Residual Conv-Deconv Grid Network for Semantic Segmentation
Damien Fourure, Rémi Emonet, ... (+4 more)
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cs.CV
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234 |
8 years ago |
| 475 |
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach
Yuhang Song, Mai Xu, ... (+4 more)
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cs.CV
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234 |
8 years ago |
| 476 |
Deep Counterfactual Regret Minimization
Noam Brown, Adam Lerer, ... (+2 more)
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cs.AI
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234 |
7 years ago |
| 477 |
Neural Image Compression for Gigapixel Histopathology Image Analysis
David Tellez, Geert Litjens, ... (+2 more)
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cs.CV
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234 |
7 years ago |
| 478 |
Rigid and Articulated Point Registration with Expectation Conditional Maximization
Radu Horaud, Florence Forbes, ... (+3 more)
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cs.CV
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234 |
5 years ago |
| 479 |
Learning to Search Better Than Your Teacher
Kai-Wei Chang, Akshay Krishnamurthy, ... (+3 more)
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cs.LG
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233 |
11 years ago |
| 480 |
DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression
Hanlin Tang, Xiangru Lian, ... (+3 more)
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cs.DC
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233 |
7 years ago |
| 481 |
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data
Abien Fred Agarap
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👻
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cs.NE
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232 |
8 years ago |
| 482 |
Regularization via Mass Transportation
Soroosh Shafieezadeh-Abadeh, Daniel Kuhn, Peyman Mohajerin Esfahani
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👻
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math.OC
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232 |
8 years ago |
| 483 |
Hierarchical LSTMs with Adaptive Attention for Visual Captioning
Jingkuan Song, Xiangpeng Li, ... (+2 more)
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cs.CV
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232 |
7 years ago |
| 484 |
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
Jean Kossaifi, Robert Walecki, ... (+11 more)
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cs.HC
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232 |
7 years ago |
| 485 |
The Metacognitive Demands and Opportunities of Generative AI
Lev Tankelevitch, Viktor Kewenig, ... (+5 more)
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cs.HC
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232 |
2 years ago |
| 486 |
Orientation-boosted Voxel Nets for 3D Object Recognition
Nima Sedaghat, Mohammadreza Zolfaghari, ... (+2 more)
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cs.CV
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231 |
10 years ago |
| 487 |
Optimal and Adaptive Off-policy Evaluation in Contextual Bandits
Yu-Xiang Wang, Alekh Agarwal, Miroslav Dudik
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👻
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stat.ML
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231 |
9 years ago |
| 488 |
Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning
Harsh Chaudhari, Rahul Rachuri, Ajith Suresh
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👻
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cs.LG
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231 |
6 years ago |
| 489 |
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description
Desmond Elliott, Stella Frank, ... (+3 more)
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cs.CL
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230 |
8 years ago |
| 490 |
Deep Reinforcement Learning for Swarm Systems
Maximilian Hüttenrauch, Adrian Šošić, Gerhard Neumann
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cs.MA
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229 |
7 years ago |
| 491 |
Poisoning Attacks to Graph-Based Recommender Systems
Minghong Fang, Guolei Yang, ... (+2 more)
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cs.IR
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229 |
7 years ago |
| 492 |
Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems
Graham Gobieski, Nathan Beckmann, Brandon Lucia
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👻
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cs.DC
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229 |
7 years ago |
| 493 |
Deep learning cardiac motion analysis for human survival prediction
Ghalib A. Bello, Timothy J. W. Dawes, ... (+9 more)
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cs.LG
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228 |
7 years ago |
| 494 |
Tagged Back-Translation
Isaac Caswell, Ciprian Chelba, David Grangier
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👻
Ghosted
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cs.CL
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228 |
7 years ago |
| 495 |
Minimax Pareto Fairness: A Multi Objective Perspective
Natalia Martinez, Martin Bertran, Guillermo Sapiro
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👻
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stat.ML
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228 |
5 years ago |
| 496 |
Person Re-Identification by Discriminative Selection in Video Ranking
Taiqing Wang, Shaogang Gong, ... (+2 more)
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cs.CV
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227 |
10 years ago |
| 497 |
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology
Stefan Studer, Thanh Binh Bui, ... (+5 more)
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cs.LG
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227 |
6 years ago |
| 498 |
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition
Qibin Hou, Cheng-Ze Lu, ... (+2 more)
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cs.CV
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227 |
3 years ago |
| 499 |
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control
Simone Parisi, Aravind Rajeswaran, ... (+2 more)
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cs.CV
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226 |
4 years ago |
| 500 |
Structured Prediction Energy Networks
David Belanger, Andrew McCallum
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👻
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cs.LG
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225 |
10 years ago |