| 651 |
Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization
Kaiyi Ji, Zhe Wang, ... (+2 more)
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👻
Ghosted
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cs.LG
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94 |
6 years ago |
| 652 |
Defining Locality for Surrogates in Post-hoc Interpretablity
Thibault Laugel, Xavier Renard, ... (+3 more)
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👻
Ghosted
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cs.LG
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94 |
7 years ago |
| 653 |
Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms
Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu
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👻
Ghosted
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cs.LG
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94 |
7 years ago |
| 654 |
Algorithmic stability and hypothesis complexity
Tongliang Liu, Gábor Lugosi, ... (+2 more)
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👻
Ghosted
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stat.ML
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94 |
9 years ago |
| 655 |
End-to-end Active Object Tracking via Reinforcement Learning
Wenhan Luo, Peng Sun, ... (+4 more)
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👻
Ghosted
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cs.CV
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94 |
8 years ago |
| 656 |
Multichannel End-to-end Speech Recognition
Tsubasa Ochiai, Shinji Watanabe, ... (+2 more)
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👻
Ghosted
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cs.SD
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94 |
9 years ago |
| 657 |
On the Relationship between Sum-Product Networks and Bayesian Networks
Han Zhao, Mazen Melibari, Pascal Poupart
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👻
Ghosted
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cs.AI
|
94 |
11 years ago |
| 658 |
Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees
Anastasia Koloskova, Hadrien Hendrikx, Sebastian U. Stich
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👻
Ghosted
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cs.LG
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93 |
2 years ago |
| 659 |
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More
Aleksandar Bojchevski, Johannes Gasteiger, Stephan Günnemann
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👻
Ghosted
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cs.LG
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93 |
5 years ago |
| 660 |
PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos
Paavo Parmas, Carl Edward Rasmussen, ... (+2 more)
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👻
Ghosted
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cs.LG
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93 |
7 years ago |
| 661 |
Semi-Supervised Learning via Compact Latent Space Clustering
Konstantinos Kamnitsas, Daniel C. Castro, ... (+7 more)
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👻
Ghosted
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cs.LG
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93 |
7 years ago |
| 662 |
Unifying task specification in reinforcement learning
Martha White
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👻
Ghosted
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cs.AI
|
93 |
9 years ago |
| 663 |
Simple regret for infinitely many armed bandits
Alexandra Carpentier, Michal Valko
|
👻
Ghosted
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cs.LG
|
93 |
10 years ago |
| 664 |
Robust and Stable Black Box Explanations
Himabindu Lakkaraju, Nino Arsov, Osbert Bastani
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👻
Ghosted
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cs.LG
|
92 |
5 years ago |
| 665 |
Data Augmentation for Meta-Learning
Renkun Ni, Micah Goldblum, ... (+3 more)
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👻
Ghosted
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cs.LG
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92 |
5 years ago |
| 666 |
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
Youhei Akimoto, Shinichi Shirakawa, ... (+4 more)
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🌅
Old Age
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cs.LG
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92 |
6 years ago |
| 667 |
Been There, Done That: Meta-Learning with Episodic Recall
Samuel Ritter, Jane X. Wang, ... (+5 more)
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👻
Ghosted
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stat.ML
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92 |
7 years ago |
| 668 |
MEC: Memory-efficient Convolution for Deep Neural Network
Minsik Cho, Daniel Brand
|
👻
Ghosted
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cs.LG
|
92 |
8 years ago |
| 669 |
SparQ Attention: Bandwidth-Efficient LLM Inference
Luka Ribar, Ivan Chelombiev, ... (+4 more)
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👻
Ghosted
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cs.LG
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92 |
2 years ago |
| 670 |
Levels of AGI for Operationalizing Progress on the Path to AGI
Meredith Ringel Morris, Jascha Sohl-Dickstein, ... (+6 more)
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👻
Ghosted
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cs.AI
|
92 |
2 years ago |
| 671 |
A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning
Xinyi Xu, Lingjuan Lyu
|
👻
Ghosted
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cs.LG
|
91 |
5 years ago |
| 672 |
HAWQV3: Dyadic Neural Network Quantization
Zhewei Yao, Zhen Dong, ... (+9 more)
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👻
Ghosted
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cs.CV
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91 |
5 years ago |
| 673 |
Classification from Positive, Unlabeled and Biased Negative Data
Yu-Guan Hsieh, Gang Niu, Masashi Sugiyama
|
👻
Ghosted
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cs.LG
|
91 |
7 years ago |
| 674 |
Understanding the Loss Surface of Neural Networks for Binary Classification
Shiyu Liang, Ruoyu Sun, ... (+2 more)
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👻
Ghosted
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cs.LG
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91 |
8 years ago |
| 675 |
Learning to Search with MCTSnets
Arthur Guez, Théophane Weber, ... (+6 more)
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👻
Ghosted
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cs.AI
|
91 |
8 years ago |
| 676 |
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
Masanori Suganuma, Mete Ozay, Takayuki Okatani
|
🌅
Old Age
|
cs.NE
|
91 |
8 years ago |
| 677 |
Probably Approximately Metric-Fair Learning
Guy N. Rothblum, Gal Yona
|
👻
Ghosted
|
cs.LG
|
91 |
8 years ago |
| 678 |
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
Aaron Schein, Mingyuan Zhou, ... (+2 more)
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👻
Ghosted
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stat.ML
|
91 |
9 years ago |
| 679 |
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering
Ramakrishna Vedantam, Karan Desai, ... (+4 more)
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👻
Ghosted
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cs.LG
|
90 |
7 years ago |
| 680 |
Rates of Convergence of Spectral Methods for Graphon Estimation
Jiaming Xu
|
👻
Ghosted
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stat.ML
|
90 |
8 years ago |
| 681 |
Nonparametric Canonical Correlation Analysis
Tomer Michaeli, Weiran Wang, Karen Livescu
|
👻
Ghosted
|
cs.LG
|
90 |
10 years ago |
| 682 |
A Distributional View on Multi-Objective Policy Optimization
Abbas Abdolmaleki, Sandy H. Huang, ... (+8 more)
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👻
Ghosted
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cs.LG
|
89 |
5 years ago |
| 683 |
Stochastic Blockmodels meet Graph Neural Networks
Nikhil Mehta, Lawrence Carin, Piyush Rai
|
👻
Ghosted
|
cs.LG
|
89 |
6 years ago |
| 684 |
Understanding Synthetic Gradients and Decoupled Neural Interfaces
Wojciech Marian Czarnecki, Grzegorz Świrszcz, ... (+4 more)
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👻
Ghosted
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cs.LG
|
89 |
9 years ago |
| 685 |
Small-GAN: Speeding Up GAN Training Using Core-sets
Samarth Sinha, Han Zhang, ... (+4 more)
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👻
Ghosted
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stat.ML
|
88 |
6 years ago |
| 686 |
Colorectal Polyp Segmentation by U-Net with Dilation Convolution
Xinzi Sun, Pengfei Zhang, ... (+3 more)
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👻
Ghosted
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eess.IV
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88 |
6 years ago |
| 687 |
Contrastive Explanations with Local Foil Trees
Jasper van der Waa, Marcel Robeer, ... (+3 more)
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👻
Ghosted
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stat.ML
|
88 |
7 years ago |
| 688 |
Minimizing the Maximal Loss: How and Why?
Shai Shalev-Shwartz, Yonatan Wexler
|
👻
Ghosted
|
cs.LG
|
88 |
10 years ago |
| 689 |
World Model as a Graph: Learning Latent Landmarks for Planning
Lunjun Zhang, Ge Yang, Bradly C. Stadie
|
👻
Ghosted
|
cs.AI
|
87 |
5 years ago |
| 690 |
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition
Songyang Zhang, Shipeng Yan, Xuming He
|
👻
Ghosted
|
cs.CV
|
87 |
6 years ago |
| 691 |
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity
Lin Chen, Christopher Harshaw, ... (+2 more)
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👻
Ghosted
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stat.ML
|
87 |
8 years ago |
| 692 |
Active Learning for Cost-Sensitive Classification
Akshay Krishnamurthy, Alekh Agarwal, ... (+3 more)
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👻
Ghosted
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cs.LG
|
87 |
9 years ago |
| 693 |
Convergence of Stochastic Gradient Descent for PCA
Ohad Shamir
|
👻
Ghosted
|
cs.LG
|
87 |
10 years ago |
| 694 |
The Usual Suspects? Reassessing Blame for VAE Posterior Collapse
Bin Dai, Ziyu Wang, David Wipf
|
👻
Ghosted
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cs.LG
|
86 |
6 years ago |
| 695 |
What Can Learned Intrinsic Rewards Capture?
Zeyu Zheng, Junhyuk Oh, ... (+6 more)
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👻
Ghosted
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cs.AI
|
86 |
6 years ago |
| 696 |
Text Similarity in Vector Space Models: A Comparative Study
Omid Shahmirzadi, Adam Lugowski, Kenneth Younge
|
👻
Ghosted
|
cs.CL
|
86 |
7 years ago |
| 697 |
Modeling Sparse Deviations for Compressed Sensing using Generative Models
Manik Dhar, Aditya Grover, Stefano Ermon
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👻
Ghosted
|
stat.ML
|
86 |
7 years ago |
| 698 |
Gated Path Planning Networks
Lisa Lee, Emilio Parisotto, ... (+3 more)
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👻
Ghosted
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cs.LG
|
86 |
7 years ago |
| 699 |
On Acceleration with Noise-Corrupted Gradients
Michael B. Cohen, Jelena Diakonikolas, Lorenzo Orecchia
|
👻
Ghosted
|
math.OC
|
86 |
7 years ago |
| 700 |
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging
Shusen Wang, Alex Gittens, Michael W. Mahoney
|
👻
Ghosted
|
stat.ML
|
86 |
9 years ago |