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Data Mining

651 papers

Papers per year

12
9
66
56
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Papers

DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment EMNLP 2023
News Signals: An NLP Library for Text and Time Series EMNLP 2023
Data Structures for Density Estimation ICML 2023
Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA ICML 2023
Federated Heavy Hitter Recovery under Linear Sketching ICML 2023
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation ICML 2023
Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry ICML 2023
Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian ICML 2023
Towards a Persistence Diagram that is Robust to Noise and Varied Densities ICML 2023
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs ICML 2023
A Survey of Federated Evaluation in Federated Learning IJCAI 2023
Topological Data Analysis for Speech Processing INTERSPEECH 2023
Crowdsourced Data Validation for ASR Training INTERSPEECH 2023
An Outlier Analysis of Vowel Formants from a Corpus Phonetics Pipeline INTERSPEECH 2023
MyVoice: Arabic Speech Resource Collaboration Platform INTERSPEECH 2023
Outlier-Robust Subsampling Techniques for Persistent Homology JMLR 2023
Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023
Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023
Random Forests for Change Point Detection JMLR 2023
Arya: Arbitrary Graph Pattern Mining with Decomposition-based Sampling NSDI 2023
Relational Debugging --- Pinpointing Root Causes of Performance Problems OSDI 2023
Testing conventional wisdom (of the crowd) UAI 2023
Scalable and Efficient Non-adaptive Deterministic Group Testing NIPS 2022
Order-Invariant Cardinality Estimators Are Differentially Private NIPS 2022
Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data NIPS 2022