| 601 |
What Can Learned Intrinsic Rewards Capture?
Zeyu Zheng, Junhyuk Oh, ... (+6 more)
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👻
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cs.AI
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86 |
6 years ago |
| 602 |
The Usual Suspects? Reassessing Blame for VAE Posterior Collapse
Bin Dai, Ziyu Wang, David Wipf
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👻
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cs.LG
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86 |
6 years ago |
| 603 |
AutoSNN: Towards Energy-Efficient Spiking Neural Networks
Byunggook Na, Jisoo Mok, ... (+4 more)
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cs.NE
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86 |
4 years ago |
| 604 |
New Oracle-Efficient Algorithms for Private Synthetic Data Release
Giuseppe Vietri, Grace Tian, ... (+3 more)
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cs.LG
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85 |
6 years ago |
| 605 |
Discount Factor as a Regularizer in Reinforcement Learning
Ron Amit, Ron Meir, Kamil Ciosek
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👻
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cs.LG
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84 |
6 years ago |
| 606 |
Efficient Algorithms for Adversarial Contextual Learning
Vasilis Syrgkanis, Akshay Krishnamurthy, Robert E. Schapire
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👻
Ghosted
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cs.LG
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83 |
10 years ago |
| 607 |
POPQORN: Quantifying Robustness of Recurrent Neural Networks
Ching-Yun Ko, Zhaoyang Lyu, ... (+4 more)
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👻
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cs.LG
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83 |
7 years ago |
| 608 |
Linear Causal Disentanglement via Interventions
Chandler Squires, Anna Seigal, ... (+2 more)
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stat.ML
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83 |
3 years ago |
| 609 |
Optimal and Adaptive Algorithms for Online Boosting
Alina Beygelzimer, Satyen Kale, Haipeng Luo
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👻
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cs.LG
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82 |
11 years ago |
| 610 |
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis
Rong Ge, Chi Jin, ... (+3 more)
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👻
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cs.LG
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82 |
10 years ago |
| 611 |
Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter
Zeyuan Allen-Zhu
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👻
Ghosted
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math.OC
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82 |
9 years ago |
| 612 |
Sublinear quantum algorithms for training linear and kernel-based classifiers
Tongyang Li, Shouvanik Chakrabarti, Xiaodi Wu
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👻
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quant-ph
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82 |
7 years ago |
| 613 |
Cognitive Model Priors for Predicting Human Decisions
David D. Bourgin, Joshua C. Peterson, ... (+3 more)
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👻
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cs.LG
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82 |
7 years ago |
| 614 |
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms
Mathieu Blondel, Masakazu Ishihata, ... (+2 more)
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stat.ML
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81 |
9 years ago |
| 615 |
Adaptive Sampled Softmax with Kernel Based Sampling
Guy Blanc, Steffen Rendle
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👻
Ghosted
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cs.LG
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81 |
8 years ago |
| 616 |
Learning One Convolutional Layer with Overlapping Patches
Surbhi Goel, Adam Klivans, Raghu Meka
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👻
Ghosted
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cs.LG
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81 |
8 years ago |
| 617 |
Graph Neural Networks for IceCube Signal Classification
Nicholas Choma, Federico Monti, ... (+8 more)
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cs.LG
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81 |
7 years ago |
| 618 |
Learning Robot Skills with Temporal Variational Inference
Tanmay Shankar, Abhinav Gupta
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👻
Ghosted
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cs.LG
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81 |
6 years ago |
| 619 |
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses
Francesco Croce, Sven Gowal, ... (+4 more)
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cs.LG
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81 |
4 years ago |
| 620 |
Faster Eigenvector Computation via Shift-and-Invert Preconditioning
Dan Garber, Elad Hazan, ... (+5 more)
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cs.DS
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80 |
10 years ago |
| 621 |
Synthesizing Robust Adversarial Examples
Anish Athalye, Logan Engstrom, ... (+2 more)
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cs.CV
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80 |
9 years ago |
| 622 |
Estimating Cosmological Parameters from the Dark Matter Distribution
Siamak Ravanbakhsh, Junier Oliva, ... (+5 more)
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astro-ph.CO
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80 |
8 years ago |
| 623 |
Low-Cost High-Power Membership Inference Attacks
Sajjad Zarifzadeh, Philippe Liu, Reza Shokri
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👻
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stat.ML
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80 |
2 years ago |
| 624 |
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons
Dohyung Park, Joe Neeman, ... (+3 more)
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stat.ML
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79 |
11 years ago |
| 625 |
Understanding Geometry of Encoder-Decoder CNNs
Jong Chul Ye, Woon Kyoung Sung
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👻
Ghosted
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cs.LG
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79 |
7 years ago |
| 626 |
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network
Vincent Wan, Chun-an Chan, ... (+3 more)
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👻
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cs.CL
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79 |
7 years ago |
| 627 |
Learning Human Objectives by Evaluating Hypothetical Behavior
Siddharth Reddy, Anca D. Dragan, ... (+3 more)
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👻
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cs.CY
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79 |
6 years ago |
| 628 |
Reachability Constrained Reinforcement Learning
Dongjie Yu, Haitong Ma, ... (+2 more)
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cs.LG
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79 |
4 years ago |
| 629 |
A Topological "Reading" Lesson: Classification of MNIST using TDA
Adélie Garin, Guillaume Tauzin
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👻
Ghosted
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cs.LG
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78 |
6 years ago |
| 630 |
Efficiently Solving MDPs with Stochastic Mirror Descent
Yujia Jin, Aaron Sidford
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👻
Ghosted
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cs.LG
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78 |
5 years ago |
| 631 |
Differentiable Programs with Neural Libraries
Alexander L. Gaunt, Marc Brockschmidt, ... (+2 more)
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cs.LG
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77 |
9 years ago |
| 632 |
Identifying Best Interventions through Online Importance Sampling
Rajat Sen, Karthikeyan Shanmugam, ... (+2 more)
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👻
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stat.ML
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77 |
9 years ago |
| 633 |
Learning deep kernels for exponential family densities
Li Wenliang, Danica J. Sutherland, ... (+2 more)
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👻
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stat.ML
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77 |
7 years ago |
| 634 |
A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation
Pan Xu, Quanquan Gu
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👻
Ghosted
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cs.LG
|
77 |
6 years ago |
| 635 |
Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization
Stanislaw Jastrzebski, Devansh Arpit, ... (+7 more)
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👻
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cs.LG
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77 |
5 years ago |
| 636 |
Improving the Model Consistency of Decentralized Federated Learning
Yifan Shi, Li Shen, ... (+5 more)
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cs.LG
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77 |
3 years ago |
| 637 |
Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling
Xiaohui Chen, Jiaxing He, ... (+2 more)
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cs.LG
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77 |
3 years ago |
| 638 |
Fast DPP Sampling for Nyström with Application to Kernel Methods
Chengtao Li, Stefanie Jegelka, Suvrit Sra
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👻
Ghosted
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cs.LG
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76 |
10 years ago |
| 639 |
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis
Asim Smailagic, Hae Young Noh, ... (+7 more)
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👻
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cs.CV
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76 |
7 years ago |
| 640 |
Learning and Planning in Average-Reward Markov Decision Processes
Yi Wan, Abhishek Naik, Richard S. Sutton
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👻
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cs.LG
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76 |
6 years ago |
| 641 |
How to Leverage Unlabeled Data in Offline Reinforcement Learning
Tianhe Yu, Aviral Kumar, ... (+4 more)
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cs.LG
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76 |
4 years ago |
| 642 |
Approval Voting and Incentives in Crowdsourcing
Nihar B. Shah, Dengyong Zhou, Yuval Peres
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👻
Ghosted
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cs.GT
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75 |
11 years ago |
| 643 |
Cost-Optimal Learning of Causal Graphs
Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath
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👻
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cs.AI
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75 |
9 years ago |
| 644 |
MetaFun: Meta-Learning with Iterative Functional Updates
Jin Xu, Jean-Francois Ton, ... (+3 more)
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stat.ML
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75 |
6 years ago |
| 645 |
Exponential Lower Bounds for Batch Reinforcement Learning: Batch RL can be Exponentially Harder than Online RL
Andrea Zanette
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👻
Ghosted
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cs.LG
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75 |
5 years ago |
| 646 |
Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass
Giorgia Dellaferrera, Gabriel Kreiman
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👻
Ghosted
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cs.NE
|
75 |
4 years ago |
| 647 |
Layer-Specific Adaptive Learning Rates for Deep Networks
Bharat Singh, Soham De, ... (+3 more)
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👻
Ghosted
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cs.CV
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74 |
10 years ago |
| 648 |
Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing
Davide Bacciu, Federico Errica, Alessio Micheli
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👻
Ghosted
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cs.LG
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74 |
8 years ago |
| 649 |
DBSCAN++: Towards fast and scalable density clustering
Jennifer Jang, Heinrich Jiang
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👻
Ghosted
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cs.LG
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74 |
7 years ago |
| 650 |
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning
Hoda Heidari, Vedant Nanda, Krishna P. Gummadi
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👻
Ghosted
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cs.CY
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74 |
7 years ago |