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Statistical Learning

4,117 papers

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Papers

Average-Reward Off-Policy Policy Evaluation with Function Approximation ICML 2021
Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation ICML 2021
Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations ICML 2021
Examining and Combating Spurious Features under Distribution Shift ICML 2021
Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels ICML 2021
Putting a Compass on the Map of Elections IJCAI 2021
SURPRISE! and When to Schedule It. IJCAI 2021
Method of Moments for Topic Models with Mixed Discrete and Continuous Features IJCAI 2021
Fine-grained Generalization Analysis of Structured Output Prediction IJCAI 2021
Hiding Numerical Vectors in Local Private and Shuffled Messages IJCAI 2021
Handling Overlaps When Lifting Gaussian Bayesian Networks IJCAI 2021
Imprecise Oracles Impose Limits to Predictability in Supervised Learning (Extended Abstract) IJCAI 2021
Comparing Test Sets with Item Response Theory IJCNLP 2021
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? IJCNLP 2021
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models IJCNLP 2021
Language Model Evaluation Beyond Perplexity IJCNLP 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations IJCNLP 2021
Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability IJCNLP 2021
Replicating and Extending “Because Their Treebanks Leak”: Graph Isomorphism, Covariants, and Parser Performance IJCNLP 2021
MT-Telescope: An interactive platform for contrastive evaluation of MT systems IJCNLP 2021
We Need to Consider Disagreement in Evaluation IJCNLP 2021
A Statistical Extension of Byte-Pair Encoding IJCNLP 2021
Models of Reaction Times in Auditory Lexical Decision: RTonset versus RToffset INTERSPEECH 2021
An Automatic, Simple Ultrasound Biofeedback Parameter for Distinguishing Accurate and Misarticulated Rhotic Syllables INTERSPEECH 2021
Speaker-Conversation Factorial Designs for Diarization Error Analysis INTERSPEECH 2021