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

Interpretability and Fairness in Machine Learning: A Formal Methods Approach IJCAI 2023
AI for Equitable, Data-Driven Decisions in Public Health AAAI 2023
Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification NIPS 2023
Bias-Eliminating Augmentation Learning for Debiased Federated Learning CVPR 2023
PropEM-L: Radio Propagation Environment Modeling and Learning for Communication-Aware Multi-Robot Exploration RSS 2022
On the Robustness of Offensive Language Classifiers ACL 2022
Active fairness auditing ICML 2022
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts IJCAI 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022
A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets NIPS 2022
A composable machine-learning approach for steady-state simulations on high-resolution grids NIPS 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022
Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022
Bounding and Approximating Intersectional Fairness through Marginal Fairness NIPS 2022
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? NIPS 2022
Method Entity Extraction from Biomedical Texts COLING 2022
A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NIPS 2022
Estimating and Penalizing Induced Preference Shifts in Recommender Systems ICML 2022
Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications IJCAI 2022
Integrating Machine Learning and Optimization to Boost Decision Making IJCAI 2022
Do Dependency Relations Help in the Task of Stance Detection? ACL 2022
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022
Behind the Mask: Demographic bias in name detection for PII masking ACL 2022
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection NAACL 2022