| 1601 |
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net
Anirudh Goyal, Nan Rosemary Ke, ... (+2 more)
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🌅
Old Age
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stat.ML
|
56 |
8 years ago |
| 1602 |
Structured Generative Adversarial Networks
Zhijie Deng, Hao Zhang, ... (+5 more)
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👻
Ghosted
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cs.LG
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56 |
8 years ago |
| 1603 |
Active Learning from Imperfect Labelers
Songbai Yan, Kamalika Chaudhuri, Tara Javidi
|
👻
Ghosted
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cs.LG
|
56 |
9 years ago |
| 1604 |
Tractable Function-Space Variational Inference in Bayesian Neural Networks
Tim G. J. Rudner, Zonghao Chen, ... (+2 more)
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👻
Ghosted
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stat.ML
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56 |
2 years ago |
| 1605 |
Improved Feature Distillation via Projector Ensemble
Yudong Chen, Sen Wang, ... (+4 more)
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👻
Ghosted
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cs.CV
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56 |
3 years ago |
| 1606 |
Exploration via Elliptical Episodic Bonuses
Mikael Henaff, Roberta Raileanu, ... (+2 more)
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👻
Ghosted
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cs.LG
|
56 |
3 years ago |
| 1607 |
Learning Mixtures of Gaussians Using the DDPM Objective
Kulin Shah, Sitan Chen, Adam Klivans
|
👻
Ghosted
|
cs.DS
|
55 |
2 years ago |
| 1608 |
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning
Julius Berner, Markus Dablander, Philipp Grohs
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👻
Ghosted
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cs.LG
|
55 |
5 years ago |
| 1609 |
Fairness in Streaming Submodular Maximization: Algorithms and Hardness
Marwa El Halabi, Slobodan Mitrović, ... (+3 more)
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👻
Ghosted
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cs.LG
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55 |
5 years ago |
| 1610 |
Smoothed Analysis of Online and Differentially Private Learning
Nika Haghtalab, Tim Roughgarden, Abhishek Shetty
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👻
Ghosted
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cs.LG
|
55 |
6 years ago |
| 1611 |
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption
Wei Ma, George H. Chen
|
👻
Ghosted
|
stat.ML
|
55 |
6 years ago |
| 1612 |
Discriminator optimal transport
Akinori Tanaka
|
👻
Ghosted
|
stat.ML
|
55 |
6 years ago |
| 1613 |
Continual Classification Learning Using Generative Models
Frantzeska Lavda, Jason Ramapuram, ... (+2 more)
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👻
Ghosted
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cs.LG
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55 |
7 years ago |
| 1614 |
Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
David Janz, Jiri Hron, ... (+4 more)
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👻
Ghosted
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cs.LG
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55 |
7 years ago |
| 1615 |
Learning and Testing Causal Models with Interventions
Jayadev Acharya, Arnab Bhattacharyya, ... (+2 more)
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👻
Ghosted
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cs.DS
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55 |
8 years ago |
| 1616 |
Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo
Oren Mangoubi, Nisheeth K. Vishnoi
|
👻
Ghosted
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cs.DS
|
55 |
8 years ago |
| 1617 |
An Information-Theoretic Analysis for Thompson Sampling with Many Actions
Shi Dong, Benjamin Van Roy
|
👻
Ghosted
|
stat.ML
|
55 |
8 years ago |
| 1618 |
Exponential Concentration of a Density Functional Estimator
Shashank Singh, Barnabás P óczos
|
👻
Ghosted
|
math.ST
|
55 |
10 years ago |
| 1619 |
Dimensionality Reduction of Massive Sparse Datasets Using Coresets
Dan Feldman, Mikhail Volkov, Daniela Rus
|
👻
Ghosted
|
cs.DS
|
55 |
11 years ago |
| 1620 |
AutoMix: Automatically Mixing Language Models
Pranjal Aggarwal, Aman Madaan, ... (+11 more)
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👻
Ghosted
|
cs.CL
|
55 |
2 years ago |
| 1621 |
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features
Mingli Zhu, Shaokui Wei, ... (+2 more)
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👻
Ghosted
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cs.AI
|
55 |
2 years ago |
| 1622 |
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models
Minting Pan, Xiangming Zhu, ... (+2 more)
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👻
Ghosted
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cs.LG
|
55 |
4 years ago |
| 1623 |
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
Zhize Li, Haoyu Zhao, ... (+2 more)
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👻
Ghosted
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cs.LG
|
55 |
3 years ago |
| 1624 |
TableRAG: Million-Token Table Understanding with Language Models
Si-An Chen, Lesly Miculicich, ... (+8 more)
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👻
Ghosted
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cs.CL
|
54 |
1 year ago |
| 1625 |
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning
Jinhyun So, Basak Guler, A. Salman Avestimehr
|
👻
Ghosted
|
cs.LG
|
54 |
5 years ago |
| 1626 |
Implicit Rank-Minimizing Autoencoder
Li Jing, Jure Zbontar, Yann LeCun
|
👻
Ghosted
|
cs.LG
|
54 |
5 years ago |
| 1627 |
Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals
Surbhi Goel, Sushrut Karmalkar, Adam Klivans
|
👻
Ghosted
|
cs.LG
|
54 |
6 years ago |
| 1628 |
Off-Policy Evaluation via Off-Policy Classification
Alex Irpan, Kanishka Rao, ... (+4 more)
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👻
Ghosted
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cs.LG
|
54 |
7 years ago |
| 1629 |
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models
Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis
|
👻
Ghosted
|
cs.LG
|
54 |
7 years ago |
| 1630 |
Generative Neural Machine Translation
Harshil Shah, David Barber
|
👻
Ghosted
|
cs.CL
|
54 |
8 years ago |
| 1631 |
On Optimal Generalizability in Parametric Learning
Ahmad Beirami, Meisam Razaviyayn, ... (+2 more)
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👻
Ghosted
|
stat.ML
|
54 |
8 years ago |
| 1632 |
Gaussian Quadrature for Kernel Features
Tri Dao, Christopher De Sa, Christopher Ré
|
👻
Ghosted
|
cs.LG
|
54 |
8 years ago |
| 1633 |
Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls
Zeyuan Allen-Zhu, Elad Hazan, ... (+2 more)
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👻
Ghosted
|
cs.LG
|
54 |
8 years ago |
| 1634 |
Unbiased estimates for linear regression via volume sampling
Michał Dereziński, Manfred K. Warmuth
|
👻
Ghosted
|
cs.LG
|
54 |
9 years ago |
| 1635 |
Nested Mini-Batch K-Means
James Newling, François Fleuret
|
👻
Ghosted
|
stat.ML
|
54 |
10 years ago |
| 1636 |
Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling
Xiaocheng Shang, Zhanxing Zhu, ... (+2 more)
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👻
Ghosted
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stat.ML
|
54 |
10 years ago |
| 1637 |
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks
Cengiz Pehlevan, Dmitri B. Chklovskii
|
👻
Ghosted
|
q-bio.NC
|
54 |
10 years ago |
| 1638 |
Training Chain-of-Thought via Latent-Variable Inference
Du Phan, Matthew D. Hoffman, ... (+8 more)
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👻
Ghosted
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cs.LG
|
54 |
2 years ago |
| 1639 |
(Amplified) Banded Matrix Factorization: A unified approach to private training
Christopher A. Choquette-Choo, Arun Ganesh, ... (+5 more)
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👻
Ghosted
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cs.LG
|
54 |
3 years ago |
| 1640 |
DISCO: Adversarial Defense with Local Implicit Functions
Chih-Hui Ho, Nuno Vasconcelos
|
👻
Ghosted
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cs.CV
|
54 |
3 years ago |
| 1641 |
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
Laixi Shi, Gen Li, ... (+4 more)
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👻
Ghosted
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cs.LG
|
53 |
3 years ago |
| 1642 |
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models
Alex Damian, Eshaan Nichani, ... (+2 more)
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👻
Ghosted
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cs.LG
|
53 |
3 years ago |
| 1643 |
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference
Disi Ji, Padhraic Smyth, Mark Steyvers
|
👻
Ghosted
|
stat.ML
|
53 |
5 years ago |
| 1644 |
Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control
Zhiyuan Xu, Kun Wu, ... (+3 more)
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👻
Ghosted
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cs.LG
|
53 |
5 years ago |
| 1645 |
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
Lin Guan, Mudit Verma, ... (+3 more)
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👻
Ghosted
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cs.AI
|
53 |
5 years ago |
| 1646 |
Task-agnostic Exploration in Reinforcement Learning
Xuezhou Zhang, Yuzhe ma, Adish Singla
|
👻
Ghosted
|
cs.LG
|
53 |
6 years ago |
| 1647 |
The Depth-to-Width Interplay in Self-Attention
Yoav Levine, Noam Wies, ... (+3 more)
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👻
Ghosted
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cs.LG
|
53 |
5 years ago |
| 1648 |
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data
Amanda Gentzel, Dan Garant, David Jensen
|
👻
Ghosted
|
cs.AI
|
53 |
6 years ago |
| 1649 |
Visual Memory for Robust Path Following
Ashish Kumar, Saurabh Gupta, ... (+3 more)
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👻
Ghosted
|
cs.CV
|
53 |
7 years ago |
| 1650 |
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data
Ehsan Hajiramezanali, Siamak Zamani Dadaneh, ... (+3 more)
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👻
Ghosted
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stat.ML
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53 |
7 years ago |