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684 directly classified papers

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Papers

Robust Sparse Mean Estimation via Sum of Squares COLT 2022
Online Control of the False Discovery Rate under "Decision Deadlines" AISTATS 2022
Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance NAACL 2022
Asymptotics of smoothed Wasserstein distances in the small noise regime NIPS 2022
Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches AISTATS 2022
Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022
Metrics of Calibration for Probabilistic Predictions JMLR 2022
Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression AISTATS 2022
PAC Mode Estimation using PPR Martingale Confidence Sequences AISTATS 2022
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification NAACL 2022
Game Balancing in Dominion: An Approach to Identifying Problematic Game Elements AAAI 2022
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference NIPS 2022
Weak Separation in Mixture Models and Implications for Principal Stratification AISTATS 2022
Feature screening with kernel knockoffs AISTATS 2022
Parametric Bootstrap for Differentially Private Confidence Intervals AISTATS 2022
A Witness Two-Sample Test AISTATS 2022
Does Summary Evaluation Survive Translation to Other Languages? NAACL 2022
A Kernelised Stein Statistic for Assessing Implicit Generative Models NIPS 2022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers NAACL 2022
Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge NIPS 2022
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood NIPS 2022
Anonymized Histograms in Intermediate Privacy Models NIPS 2022
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables NIPS 2022
Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions NIPS 2022
Learning with little mixing NIPS 2022