| 401 |
Correcting the bias in least squares regression with volume-rescaled sampling
Michał Dereziński, Manfred K. Warmuth, Daniel Hsu
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👻
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cs.LG
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15 |
7 years ago |
| 402 |
Teacher Improves Learning by Selecting a Training Subset
Yuzhe Ma, Robert Nowak, ... (+3 more)
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stat.ML
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15 |
8 years ago |
| 403 |
Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes
Feras Saad, Vikash Mansinghka
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👻
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stat.ML
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15 |
9 years ago |
| 404 |
Learning Sparse Additive Models with Interactions in High Dimensions
Hemant Tyagi, Anastasios Kyrillidis, ... (+2 more)
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cs.LG
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15 |
10 years ago |
| 405 |
Offline Policy Evaluation and Optimization under Confounding
Chinmaya Kausik, Yangyi Lu, ... (+4 more)
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stat.ML
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15 |
3 years ago |
| 406 |
Protecting Global Properties of Datasets with Distribution Privacy Mechanisms
Michelle Chen, Olga Ohrimenko
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cs.CR
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15 |
4 years ago |
| 407 |
Resolving the Approximability of Offline and Online Non-monotone DR-Submodular Maximization over General Convex Sets
Loay Mualem, Moran Feldman
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👻
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cs.DS
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15 |
3 years ago |
| 408 |
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods
Davoud Ataee Tarzanagh, Parvin Nazari, ... (+3 more)
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math.OC
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15 |
4 years ago |
| 409 |
Rate of Model Collapse in Recursive Training
Ananda Theertha Suresh, Andrew Thangaraj, Aditya Nanda Kishore Khandavally
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👻
Ghosted
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cs.LG
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14 |
1 year ago |
| 410 |
User-level Differentially Private Stochastic Convex Optimization: Efficient Algorithms with Optimal Rates
Hilal Asi, Daogao Liu
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👻
Ghosted
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cs.LG
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14 |
2 years ago |
| 411 |
Chernoff Sampling for Active Testing and Extension to Active Regression
Subhojyoti Mukherjee, Ardhendu Tripathy, Robert Nowak
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👻
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stat.ML
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14 |
5 years ago |
| 412 |
Smooth Bandit Optimization: Generalization to Hölder Space
Yusha Liu, Yining Wang, Aarti Singh
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👻
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cs.LG
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14 |
5 years ago |
| 413 |
Multi-armed Bandits with Cost Subsidy
Deeksha Sinha, Karthik Abinav Sankararama, ... (+2 more)
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cs.LG
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14 |
5 years ago |
| 414 |
Private Optimization Without Constraint Violations
Andrés Muñoz Medina, Umar Syed, ... (+2 more)
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cs.LG
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14 |
6 years ago |
| 415 |
Consistent $k$-Median: Simpler, Better and Robust
Xiangyu Guo, Janardhan Kulkarni, ... (+2 more)
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👻
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cs.DS
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14 |
5 years ago |
| 416 |
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing
Michael Kapralov, Navid Nouri, ... (+3 more)
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stat.ML
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14 |
6 years ago |
| 417 |
Stochastic Linear Contextual Bandits with Diverse Contexts
Weiqiang Wu, Jing Yang, Cong Shen
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👻
Ghosted
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cs.LG
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14 |
6 years ago |
| 418 |
On the optimality of kernels for high-dimensional clustering
Leena Chennuru Vankadara, Debarghya Ghoshdastidar
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👻
Ghosted
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stat.ML
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14 |
6 years ago |
| 419 |
A Memoization Framework for Scaling Submodular Optimization to Large Scale Problems
Rishabh Iyer, Jeff Bilmes
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cs.LG
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14 |
7 years ago |
| 420 |
Generalizing the theory of cooperative inference
Pei Wang, Pushpi Paranamana, Patrick Shafto
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👻
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cs.LG
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14 |
7 years ago |
| 421 |
Consistently Estimating Markov Chains with Noisy Aggregate Data
Garrett Bernstein, Daniel Sheldon
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Ghosted
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cs.LG
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14 |
10 years ago |
| 422 |
Hit-and-Run for Sampling and Planning in Non-Convex Spaces
Yasin Abbasi-Yadkori, Peter L. Bartlett, ... (+2 more)
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stat.CO
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14 |
9 years ago |
| 423 |
Statistical Learning under Nonstationary Mixing Processes
Steve Hanneke, Liu Yang
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👻
Ghosted
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cs.LG
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14 |
10 years ago |
| 424 |
Sparse Solutions to Nonnegative Linear Systems and Applications
Aditya Bhaskara, Ananda Theertha Suresh, Morteza Zadimoghaddam
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👻
Ghosted
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cs.DS
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14 |
11 years ago |
| 425 |
Tracking Objects with Higher Order Interactions using Delayed Column Generation
Shaofei Wang, Steffen Wolf, ... (+2 more)
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cs.CV
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14 |
10 years ago |
| 426 |
Adapting to Latent Subgroup Shifts via Concepts and Proxies
Ibrahim Alabdulmohsin, Nicole Chiou, ... (+8 more)
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stat.ML
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14 |
3 years ago |
| 427 |
Implicit Graphon Neural Representation
Xinyue Xia, Gal Mishne, Yusu Wang
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👻
Ghosted
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cs.LG
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14 |
3 years ago |
| 428 |
Noise-Aware Statistical Inference with Differentially Private Synthetic Data
Ossi Räisä, Joonas Jälkö, ... (+2 more)
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stat.ML
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14 |
4 years ago |
| 429 |
Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings
Qipeng Guo, Zhijing Jin, ... (+6 more)
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🌅
Old Age
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cs.LG
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13 |
5 years ago |
| 430 |
On Learning Continuous Pairwise Markov Random Fields
Abhin Shah, Devavrat Shah, Gregory W. Wornell
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👻
Ghosted
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cs.LG
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13 |
5 years ago |
| 431 |
Sublinear Optimal Policy Value Estimation in Contextual Bandits
Weihao Kong, Gregory Valiant, Emma Brunskill
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Ghosted
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cs.LG
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13 |
6 years ago |
| 432 |
On Kernel Derivative Approximation with Random Fourier Features
Zoltan Szabo, Bharath K. Sriperumbudur
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stat.ML
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13 |
7 years ago |
| 433 |
Simulator Calibration under Covariate Shift with Kernels
Keiichi Kisamori, Motonobu Kanagawa, Keisuke Yamazaki
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stat.ML
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13 |
7 years ago |
| 434 |
Sum-Product-Quotient Networks
Or Sharir, Amnon Shashua
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Ghosted
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cs.LG
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13 |
8 years ago |
| 435 |
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis
Andrew Stevens, Yunchen Pu, ... (+3 more)
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stat.ML
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13 |
9 years ago |
| 436 |
Markov Chain Truncation for Doubly-Intractable Inference
Colin Wei, Iain Murray
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Ghosted
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stat.ML
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13 |
9 years ago |
| 437 |
Dynamic Collaborative Filtering with Compound Poisson Factorization
Ghassen Jerfel, Mehmet E. Basbug, Barbara E. Engelhardt
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👻
Ghosted
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cs.LG
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13 |
9 years ago |
| 438 |
Learning Efficient Anomaly Detectors from $K$-NN Graphs
Jing Qian, Jonathan Root, Venkatesh Saligrama
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Ghosted
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cs.LG
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13 |
11 years ago |
| 439 |
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints
Yao Yao, Qihang Lin, Tianbao Yang
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👻
Ghosted
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cs.LG
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13 |
3 years ago |
| 440 |
Domain Adaptation under Missingness Shift
Helen Zhou, Sivaraman Balakrishnan, Zachary C. Lipton
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cs.LG
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13 |
3 years ago |
| 441 |
AUC-based Selective Classification
Andrea Pugnana, Salvatore Ruggieri
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👻
Ghosted
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cs.LG
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13 |
3 years ago |
| 442 |
Differentially Private Regression with Unbounded Covariates
Jason Milionis, Alkis Kalavasis, ... (+2 more)
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cs.CR
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13 |
4 years ago |
| 443 |
A Scalable Algorithm for Individually Fair K-means Clustering
MohammadHossein Bateni, Vincent Cohen-Addad, ... (+2 more)
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cs.DS
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12 |
2 years ago |
| 444 |
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms
Jiachen T. Wang, Prateek Mittal, Ruoxi Jia
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👻
Ghosted
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cs.DS
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12 |
2 years ago |
| 445 |
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
Fabian Fumagalli, Maximilian Muschalik, ... (+3 more)
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cs.LG
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12 |
1 year ago |
| 446 |
Robust and Private Learning of Halfspaces
Badih Ghazi, Ravi Kumar, ... (+2 more)
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cs.LG
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12 |
5 years ago |
| 447 |
Can we Generalize and Distribute Private Representation Learning?
Sheikh Shams Azam, Taejin Kim, ... (+4 more)
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Ghosted
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cs.LG
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12 |
5 years ago |
| 448 |
Provably Safe PAC-MDP Exploration Using Analogies
Melrose Roderick, Vaishnavh Nagarajan, J. Zico Kolter
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👻
Ghosted
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cs.LG
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12 |
6 years ago |
| 449 |
The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions
Feras A. Saad, Cameron E. Freer, ... (+2 more)
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stat.CO
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12 |
6 years ago |
| 450 |
Continuum-Armed Bandits: A Function Space Perspective
Shashank Singh
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👻
Ghosted
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stat.ML
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12 |
5 years ago |