machine learning

Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023 Distribution Free Domain Generalization ICML 2023 EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis NeurIPS 2023 Estimating individual treatment effects under unobserved confounding using binary instruments ICLR 2023 Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis EMNLP 2023 Exploring Artificial Intelligence in English Language Arts with StoryQ AAAI 2023 Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity AISTATS 2023 Fully-Dynamic Decision Trees AAAI 2023 HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network NSDI 2023 HAPI Explorer: Comprehension, Discovery, and Explanation on History of ML APIs AAAI 2023 How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks ACL 2023 Improved Frequency Estimation Algorithms with and without Predictions NeurIPS 2023 IMPsys: An Intelligent Mold Processing System for Smart Factory IJCAI 2023 Individual Arbitrariness and Group Fairness NeurIPS 2023 Inflow, Outflow, and Reciprocity in Machine Learning ICML 2023 Influence Diagnostics under Self-concordance AISTATS 2023 Interpretability and Fairness in Machine Learning: A Formal Methods Approach IJCAI 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 JudithJeyafreeda at SemEval-2023 Task 10: Machine Learning for Explainable Detection of Online Sexism SemEval 2023 Learning to Design Fair and Private Voting Rules (Extended Abstract) IJCAI 2023 Learning to Generate Columns with Application to Vertex Coloring ICLR 2023 M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery NeurIPS 2023 Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean NeurIPS 2023 Native Language Prediction from Gaze: a Reproducibility Study ACL 2023 Nkululeko: Machine Learning Experiments on Speaker Characteristics Without Programming Interspeech 2023