conftrace_

machine learning

436 papers

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Also known as

ML

Co-occurring keywords

text classification (6793) natural language processing (2034) deep learning (2118) sentiment analysis (2084) causal inference (1630) algorithmic fairness (284) social media (667) neural network (6616) combinatorial optimization (1039) offensive language detection (314)

Papers

Learning to Design Fair and Private Voting Rules (Extended Abstract) IJCAI 2023
OpenDataVal: a Unified Benchmark for Data Valuation NIPS 2023
Interpretability and Fairness in Machine Learning: A Formal Methods Approach IJCAI 2023
Data-Driven Network Neuroscience: On Data Collection and Benchmark NIPS 2023
QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules NIPS 2023
Bridging Speech Science and Technology — Now and Into the Future INTERSPEECH 2023
A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets JMLR 2023
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023
Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models ICML 2023
Principled Acceleration of Iterative Numerical Methods Using Machine Learning ICML 2023
Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis EMNLP 2023
Influence Diagnostics under Self-concordance AISTATS 2023
Understanding the Impact of Competing Events on Heterogeneous Treatment Effect Estimation from Time-to-Event Data AISTATS 2023
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity AISTATS 2023
Data Banzhaf: A Robust Data Valuation Framework for Machine Learning AISTATS 2023
Exploring Artificial Intelligence in English Language Arts with StoryQ AAAI 2023
AI Techniques for Urban Traffic Control and Mobility IJCAI 2023
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023
DART: Distance Assisted Recursive Testing JMLR 2023
A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution ACL 2023
Inflow, Outflow, and Reciprocity in Machine Learning ICML 2023
VarDial in the Wild: Industrial Applications of LID Systems for Closely-Related Language Varieties EACL 2023
Are fairness metric scores enough to assess discrimination biases in machine learning? ACL 2023
Native Language Prediction from Gaze: a Reproducibility Study ACL 2023
JudithJeyafreeda at SemEval-2023 Task 10: Machine Learning for Explainable Detection of Online Sexism SEMEVAL 2023