Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classificationby Ziwen Kan, Shahbaz Rezaei,…
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Mergingby Mohammadreza Pourreza,…
Data-Centric Approach to Constrained Machine Learning: A Case Study on Conway’s Game of Lifeby Anton…
Predicting Solar Energy Generation with Machine Learning based on AQI and Weather Featuresby Arjun Shah,…
Human-In-The-Loop Machine Learning for Safe and Ethical Autonomous Vehicles: Principles, Challenges, and Opportunitiesby Yousef Emami,…
Identifying the Best Arm in the Presence of Global Environment Shiftsby Phurinut Srisawad, Juergen Branke,…
Tackling Data Heterogeneity in Federated Learning via Loss Decompositionby Shuang Zeng, Pengxin Guo, Shuai Wang,…
Deep Learning with CNNs: A Compact Holistic Tutorial with Focus on Supervised Regression (Preprint)by Yansel…
Sampling Strategies based on Wisdom of Crowds for Amazon Deforestation Detectionby Hugo Resende, Eduardo B.…
An Evaluation of Deep Learning Models for Stock Market Trend Predictionby Gonzalo Lopez Gil, Paul…