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
Individual Arbitrariness and Group Fairness NIPS 2023
Privacy Auditing with One (1) Training Run NIPS 2023
Improved Frequency Estimation Algorithms with and without Predictions NIPS 2023
JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning ACL 2023
Accurate Fairness: Improving Individual Fairness without Trading Accuracy AAAI 2023
Fully-Dynamic Decision Trees AAAI 2023
Censored Fairness through Awareness AAAI 2023
Distribution Free Domain Generalization ICML 2023
Stable Estimation of Heterogeneous Treatment Effects ICML 2023
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges IJCAI 2023
AI for Equitable, Data-Driven Decisions in Public Health AAAI 2023
Bias-Eliminating Augmentation Learning for Debiased Federated Learning CVPR 2023
BotPercent: Estimating Bot Populations in Twitter Communities EMNLP 2023
Uncovering the Root of Hate Speech: A Dataset for Identifying Hate Instigating Speech EMNLP 2023
Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023
Sudoku Assistant – an AI-Powered App to Help Solve Pen-and-Paper Sudokus AAAI 2023
RoBoCoP: A Comprehensive ROmance BOrrowing COgnate Package and Benchmark for Multilingual Cognate Identification EMNLP 2023
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NIPS 2023
HAPI Explorer: Comprehension, Discovery, and Explanation on History of ML APIs AAAI 2023
Data-Driven Network Neuroscience: On Data Collection and Benchmark NIPS 2023
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions ACL 2023
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks ACL 2023
JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning SEMEVAL 2023
OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data AAAI 2023