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distribution estimation

71 papers

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Co-occurring keywords

sample complexity (1169) differential privacy (1016) local differential privacy (73) statistical estimation (108) statistical learning (351) property estimation (6) profile maximum likelihood (7) discrete distribution (49) local privacy (26) entropy estimation (49)

Papers

Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution AAAI 2025
Sum of Squares Circuits AAAI 2025
Distribution Estimation under the Infinity Norm JMLR 2025
Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness AAAI 2025
Contextual Decision-Making with Knapsacks Beyond the Worst Case NIPS 2024
Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation COLT 2024
Distributional Off-Policy Evaluation for Slate Recommendations AAAI 2024
Online Distribution Learning with Local Privacy Constraints AISTATS 2024
Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation ACL 2024
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity COLT 2024
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement EMNLP 2024
Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data ICML 2023
Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective AAAI 2023
Diffusion Models are Minimax Optimal Distribution Estimators ICML 2023
OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution AAAI 2023
Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023
Time-uniform confidence bands for the CDF under nonstationarity NIPS 2023
Mixture Proportion Estimation Beyond Irreducibility ICML 2023
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement NIPS 2023
Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023
Robust Estimation of Discrete Distributions under Local Differential Privacy ALT 2023
Max-Quantile Grouped Infinite-Arm Bandits ALT 2023
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood NIPS 2022
Anonymized Histograms in Intermediate Privacy Models NIPS 2022
Source-Free Domain Adaptation via Distribution Estimation CVPR 2022