Model Interpretation and Explainability: Towards Creating Transparency in Prediction Modelsby Donald Kridel, Jacob Dineen, Daniel…
Shape Constraints in Symbolic Regression using Penalized Least Squaresby Viktor Martinek, Julia Reuter, Ophelia Frotscher,…
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patchingby Fernando Moreno-Pino, Álvaro Arroyo,…
LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesisby…
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptationby Jiachen Liang, Ruibing Hou, Hong Chang, Bingpeng Ma,…
Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysisby Ke Xu, Yu…
Searching for internal symbols underlying deep learningby Jung H. Lee, Sujith VijayanFirst submitted to arxiv…
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesisby Seunghwan An, Gyeongdong Woo,…
Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation Learningby Yang…
“Forgetting” in Machine Learning and Beyond: A Surveyby Alyssa Shuang Sha, Bernardo Pereira Nunes, Armin…