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

sklvq: Scikit Learning Vector Quantization JMLR 2021
OpenML-Python: an extensible Python API for OpenML JMLR 2021
TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads JMLR 2021
Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment NAACL 2021
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training ICML 2021
Combinatorial Optimization and Reasoning with Graph Neural Networks IJCAI 2021
Democratizing Constraint Satisfaction Problems through Machine Learning AAAI 2021
Protecting the Protected Group: Circumventing Harmful Fairness AAAI 2021
Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021
Research Reproducibility as a Survival Analysis AAAI 2021
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges ACL 2021
SemEval-2021 Task 12: Learning with Disagreements ACL 2021
To What Extent Can English-as-a-Second Language Learners Read Economic News Texts? EMNLP 2021
Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021
Validation Free and Replication Robust Volume-based Data Valuation NIPS 2021
The Causal Learning of Retail Delinquency AAAI 2021
Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China AAAI 2021
Data-Driven Multimodal Patrol Planning for Anti-poaching AAAI 2021
Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances AAAI 2021
Parameterized Complexity of Small Decision Tree Learning AAAI 2021
A Flexible Framework for Communication-Efficient Machine Learning AAAI 2021
Simpson's Bias in NLP Training AAAI 2021
Applied Machine Learning for Games: A Graduate School Course AAAI 2021
Model AI Assignments 2021 AAAI 2021
Affect-Aware Machine Learning Models for Deception Detection AAAI 2021